diff --git a/box/guides/ai-sdk-code-interpreter.mdx b/box/guides/ai-sdk-code-interpreter.mdx
index 19d150c9..aea51f0c 100644
--- a/box/guides/ai-sdk-code-interpreter.mdx
+++ b/box/guides/ai-sdk-code-interpreter.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Code Interpreter with Vercel AI SDK"
+description: Add a code interpreter tool to a Vercel AI SDK chat app that runs model-written code in a fresh, isolated Upstash Box sandbox.
 ---
 
 In this guide we'll add a **code interpreter** tool to a Vercel AI SDK chat app. When a user asks a question that needs computation — math, data analysis, statistics — the model writes code and sends it to a fresh `EphemeralBox` to run. The sandbox is isolated, disposable, and auto-expires when the session ends.
diff --git a/box/guides/code-review-agent.mdx b/box/guides/code-review-agent.mdx
index dd20434f..850461dd 100644
--- a/box/guides/code-review-agent.mdx
+++ b/box/guides/code-review-agent.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Build a Code Review Agent"
+description: Build an automated code review agent with Upstash Box that clones a repo, analyzes the PR diff, and returns structured findings with severity.
 ---
 
 In this guide, we're building a code review agent (like CodeRabbit or Greptile) with Upstash Box. We clone a repo, inspect the PR diff, and return structured findings with severity and suggested fixes.
diff --git a/box/guides/crabbox-setup.mdx b/box/guides/crabbox-setup.mdx
index 40441216..aa227f92 100644
--- a/box/guides/crabbox-setup.mdx
+++ b/box/guides/crabbox-setup.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Running Tests with Crabbox"
+description: Run your test suite in a clean cloud environment with Crabbox, a CLI that executes commands inside a remote Upstash Box.
 ---
 
 [Crabbox](https://crabbox.sh) is a CLI tool that runs commands inside a remote box from your local machine. This guide shows how to use it with Upstash Box to run your test suite in a clean cloud environment without touching your local setup.
diff --git a/box/guides/hermes-setup.mdx b/box/guides/hermes-setup.mdx
index 8ba1ad70..78d70024 100644
--- a/box/guides/hermes-setup.mdx
+++ b/box/guides/hermes-setup.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Hermes Setup"
+description: Set up the Hermes agent inside an Upstash Box over SSH, install it, and configure an init script for automatic restarts.
 ---
 
 This guide walks you through setting up [Hermes](https://github.com/NousResearch/hermes-agent) inside an Upstash Box.
diff --git a/box/guides/openclaw-setup.mdx b/box/guides/openclaw-setup.mdx
index db928fd0..bcc2d11c 100644
--- a/box/guides/openclaw-setup.mdx
+++ b/box/guides/openclaw-setup.mdx
@@ -1,5 +1,6 @@
 ---
 title: "OpenClaw Setup"
+description: Set up OpenClaw inside an Upstash Box, forward its dashboard over an SSH tunnel, and keep the gateway running with an init script.
 ---
 
 This guide walks you through setting up [OpenClaw](https://docs.openclaw.ai) inside an Upstash Box.
diff --git a/box/guides/remote-development.mdx b/box/guides/remote-development.mdx
index 22faf912..b36b3dc8 100644
--- a/box/guides/remote-development.mdx
+++ b/box/guides/remote-development.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Remote Development"
+description: Run any dev server inside an Upstash Box and access it locally over SSH port forwarding, or share it with a public URL.
 ---
 
 Upstash Box supports full remote development workflows. By forwarding ports over SSH, you can run any web server inside a box and access it in your local browser exactly as if it were running on your machine. You can also expose it to the internet with a public URL for sharing or collaboration.
diff --git a/box/guides/tanstack-ai-file-editor.mdx b/box/guides/tanstack-ai-file-editor.mdx
index 556cabaa..553259dc 100644
--- a/box/guides/tanstack-ai-file-editor.mdx
+++ b/box/guides/tanstack-ai-file-editor.mdx
@@ -1,5 +1,6 @@
 ---
 title: "AI File Editor with TanStack AI"
+description: Build an AI file editor with TanStack AI that runs model-written code on uploaded files inside a disposable Upstash Box sandbox.
 ---
 
 An `EphemeralBox` gives you exactly two capabilities: **code execution** and **file operations**. That turns out to be all you need to hand an AI agent a real, disposable computer. This guide uses both. The model writes the code, and a single tool moves files in and out of the sandbox to run it against.
diff --git a/box/guides/web-scraping-playwright.mdx b/box/guides/web-scraping-playwright.mdx
index 6357095b..194f81ea 100644
--- a/box/guides/web-scraping-playwright.mdx
+++ b/box/guides/web-scraping-playwright.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Scrape Dynamic Websites with Playwright"
+description: Scrape JavaScript-heavy sites by running Playwright and Chromium inside an Upstash Box, then pull the structured results back.
 ---
 
 In this guide, we use Upstash Box to run [Playwright](https://playwright.dev) against a JavaScript-heavy site, scrape structured data from it, and pull the results back to our own server. Because a Box is a real Linux container rather than a restricted serverless runtime, Chromium and its system dependencies install and run exactly like they would on your laptop.
diff --git a/box/overall/agent.mdx b/box/overall/agent.mdx
index 3fbea5cd..e1346a72 100644
--- a/box/overall/agent.mdx
+++ b/box/overall/agent.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Agent"
+description: Configure a built-in coding agent like Claude Code, Codex, or OpenCode in an Upstash Box and run or stream tasks with typed output.
 ---
 
 **For every box, you can configure a built-in agent like Claude Code, Codex or OpenCode**. It has access to the filesystem, git, and shell commands and should simulate running an Agent on your own computer.
diff --git a/box/overall/attach-headers.mdx b/box/overall/attach-headers.mdx
index 5b0cb79d..c85675ce 100644
--- a/box/overall/attach-headers.mdx
+++ b/box/overall/attach-headers.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Attach Headers"
+description: Inject secret HTTP headers into a box's outbound HTTPS requests with Upstash Box attach headers, keeping API keys out of the container.
 ---
 
 `attachHeaders` lets you inject HTTP headers into outbound HTTPS requests from a box without the secrets ever entering the container. This is useful for API keys, bearer tokens, and other credentials that should not be readable by code running inside the box.
diff --git a/box/overall/custom-agent.mdx b/box/overall/custom-agent.mdx
index e6045449..1b57d625 100644
--- a/box/overall/custom-agent.mdx
+++ b/box/overall/custom-agent.mdx
@@ -1,5 +1,6 @@
 ---
 title: "How to Add a Custom Agent"
+description: Bring your own agent process to an Upstash Box with a custom harness, streaming output back through the box-sse-v1 protocol.
 ---
 
 Custom agents let you bring your own agent process to an Upstash Box. The box still provides the same sandbox, filesystem, shell, git, logs, streaming, and console experience, but your code decides how to call the model and how to produce output.
diff --git a/box/overall/ephemeral-box.mdx b/box/overall/ephemeral-box.mdx
index 12902278..f71b6c12 100644
--- a/box/overall/ephemeral-box.mdx
+++ b/box/overall/ephemeral-box.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Ephemeral Box"
+description: EphemeralBox is a lightweight, short-lived Upstash Box sandbox with instant creation and auto-expiry for quick exec and file tasks.
 ---
 
 `EphemeralBox` is a lightweight, short-lived sandbox that provides only **exec** and **file** operations. It's designed for quick, disposable compute tasks where a full Box (with agent, git, snapshots, etc.) is unnecessary.
diff --git a/box/overall/files.mdx b/box/overall/files.mdx
index 224218f8..3e475ffd 100644
--- a/box/overall/files.mdx
+++ b/box/overall/files.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Filesystem"
+description: Upload, write, read, list, and download files inside an Upstash Box using its isolated per-box filesystem API.
 ---
 
 Every box has its own isolated filesystem. Upload, write, read, list, and download files inside the box.
diff --git a/box/overall/git.mdx b/box/overall/git.mdx
index 6d66323c..e5fee5d0 100644
--- a/box/overall/git.mdx
+++ b/box/overall/git.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Git"
+description: Clone repositories, inspect diffs, commit, push branches, and open pull requests from inside an Upstash Box with the git API.
 ---
 
 Clone a repository, inspect changes, commit work, push a branch, or open a pull request from inside a box.
diff --git a/box/overall/how-it-works.mdx b/box/overall/how-it-works.mdx
index 2f51dd77..90af1a36 100644
--- a/box/overall/how-it-works.mdx
+++ b/box/overall/how-it-works.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Box Basics"
+description: "How Upstash Box works: durable, isolated containers with agent, git, shell, and filesystem, plus lifecycle, sizes, and billing."
 ---
 
 Every Upstash Box is a **durable execution environment** for AI workloads. Each box is an isolated container with its own filesystem, shell, network stack, and optional coding agent. You send prompts or commands, the box executes them, and you get back structured results without managing infrastructure.
diff --git a/box/overall/keep-alive.mdx b/box/overall/keep-alive.mdx
index 684016d7..29d1eae3 100644
--- a/box/overall/keep-alive.mdx
+++ b/box/overall/keep-alive.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Keep Alive"
+description: Keep an Upstash Box always on between sessions with keepAlive for servers and long-running agents, plus startup init commands.
 ---
 
 When `keepAlive` is enabled, the box stays on between sessions instead of auto-pausing when idle. Use it when you need a box to remain continuously available, for example to host a server, keep a long-running agent ready, or preserve an always-on development environment.
diff --git a/box/overall/network-policy.mdx b/box/overall/network-policy.mdx
index 160d2854..3d673fc0 100644
--- a/box/overall/network-policy.mdx
+++ b/box/overall/network-policy.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Network Policy"
+description: "Control a box's outbound network access with Upstash Box network policies: allow-all, deny-all, or custom domain and CIDR rules."
 ---
 
 Network policies control outbound network access from a box.
diff --git a/box/overall/preview.mdx b/box/overall/preview.mdx
index 1bf8a841..0ed4d4b0 100644
--- a/box/overall/preview.mdx
+++ b/box/overall/preview.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Public URLs"
+description: Expose ports from an Upstash Box with public URLs, optionally protected by bearer token or basic authentication.
 ---
 
 Expose ports from a box with public URLs. Each public URL maps to a specific port and can optionally require authentication.
diff --git a/box/overall/quickstart.mdx b/box/overall/quickstart.mdx
index dff9846b..e83a9993 100644
--- a/box/overall/quickstart.mdx
+++ b/box/overall/quickstart.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Quickstart"
+description: "Get started with Upstash Box: install the SDK, create an isolated cloud container, configure an AI agent, and run your first task."
 ---
 
 **Upstash Box lets you give your AI agents a computer.**
diff --git a/box/overall/schedules.mdx b/box/overall/schedules.mdx
index 6796dc8b..72e896e1 100644
--- a/box/overall/schedules.mdx
+++ b/box/overall/schedules.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Schedules"
+description: Schedule recurring shell commands or agent prompts inside an Upstash Box with cron expressions, webhooks, and schedule management.
 ---
 
 Create recurring tasks that run on a cron schedule inside a box. You can schedule shell commands or agent prompts. Available on both `box.schedule` and `ephemeralBox.schedule`.
diff --git a/box/overall/security.mdx b/box/overall/security.mdx
index fe9c44a2..4cfa3cd7 100644
--- a/box/overall/security.mdx
+++ b/box/overall/security.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Security & Secrets"
+description: How Upstash Box isolates containers and handles secrets, including environment variables, attach headers, and blocked variables.
 ---
 
 ## Isolation
diff --git a/box/overall/shell.mdx b/box/overall/shell.mdx
index 9536ee1c..88df282e 100644
--- a/box/overall/shell.mdx
+++ b/box/overall/shell.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Shell"
+description: Run shell commands and code snippets in an Upstash Box's full Linux shell through the SDK or an interactive SSH connection.
 ---
 
 Every box has a full Linux shell and runs on Debian by default.
diff --git a/box/overall/snapshots.mdx b/box/overall/snapshots.mdx
index 881e6185..eb8f37a4 100644
--- a/box/overall/snapshots.mdx
+++ b/box/overall/snapshots.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Snapshots"
+description: Capture and restore Upstash Box state with snapshots to checkpoint workspaces, reuse prepared environments, and fan out boxes.
 ---
 
 Snapshots let you capture and duplicate box state. Use **snapshots** to save a point-in-time checkpoint you can restore later.
diff --git a/box/overall/use-cases.mdx b/box/overall/use-cases.mdx
index 11704d71..8846df65 100644
--- a/box/overall/use-cases.mdx
+++ b/box/overall/use-cases.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Use Cases"
+description: "Upstash Box use cases: durable agent servers, multi-agent orchestration, and parallel model testing with isolated cloud sandboxes."
 ---
 
 The idea behind Upstash Box is simple: **give AI its own computer**. Your agent gets a full, isolated cloud environment it can control. Run commands, write files, or execute code independent of any user device. Freeze a box anytime, and continue days or even weeks later with perfect resumability.
diff --git a/llms-full.txt b/llms-full.txt
index 7b63a2f1..1fc587de 100644
--- a/llms-full.txt
+++ b/llms-full.txt
@@ -13961,25 +13961,25 @@ Publish delayed messages whenever a new user signs up in your app. After a
 certain delay (e.g. 10 minutes), QStash will send a request to your API,
 allowing you to email the user a welcome message.
 
-- [AWS Lambda (Node)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/nodejs.md)
-- [AWS Lambda (Python)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/python.md)
-- [Cloudflare Workers](https://upstash.com/docs/qstash/quickstarts/cloudflare-workers.md)
-- [Deno Deploy](https://upstash.com/docs/qstash/quickstarts/deno-deploy.md)
-- [Golang](https://upstash.com/docs/qstash/quickstarts/fly-io/go.md)
-- [Python on Vercel](https://upstash.com/docs/qstash/quickstarts/python-vercel.md)
-- [Next.js](https://upstash.com/docs/qstash/quickstarts/vercel-nextjs.md)
-- [Periodic Data Updates](https://upstash.com/docs/qstash/recipes/periodic-data-updates.md)
-- [DLQ](https://upstash.com/docs/qstash/sdks/py/examples/dlq.md)
-- [Events](https://upstash.com/docs/qstash/sdks/py/examples/events.md)
-- [Flow Control](https://upstash.com/docs/qstash/sdks/py/examples/flow-control.md)
-- [Keys](https://upstash.com/docs/qstash/sdks/py/examples/keys.md)
-- [Messages](https://upstash.com/docs/qstash/sdks/py/examples/messages.md)
-- [Overview](https://upstash.com/docs/qstash/sdks/py/examples/overview.md)
-- [Publish](https://upstash.com/docs/qstash/sdks/py/examples/publish.md)
-- [Queues](https://upstash.com/docs/qstash/sdks/py/examples/queues.md)
-- [Receiver](https://upstash.com/docs/qstash/sdks/py/examples/receiver.md)
-- [Schedules](https://upstash.com/docs/qstash/sdks/py/examples/schedules.md)
-- [URL Groups](https://upstash.com/docs/qstash/sdks/py/examples/url-groups.md)
+- [AWS Lambda (Node)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/nodejs.md): Receive and verify QStash webhooks in a Node.js AWS Lambda function, deploying with the AWS CDK or manually using signature verification.
+- [AWS Lambda (Python)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/python.md): Receive and verify QStash webhooks in a Python AWS Lambda function using PyJWT, then deploy and test the function on AWS.
+- [Cloudflare Workers](https://upstash.com/docs/qstash/quickstarts/cloudflare-workers.md): Receive and verify QStash webhooks in a Cloudflare Worker using the Upstash QStash SDK, with Worker-level and account-level secret setup.
+- [Deno Deploy](https://upstash.com/docs/qstash/quickstarts/deno-deploy.md): Receive and verify QStash webhooks in a Deno Deploy project using the Upstash QStash Receiver and your signing keys.
+- [Golang](https://upstash.com/docs/qstash/quickstarts/fly-io/go.md): Receive and verify QStash webhooks in a Go application deployed on Fly.io, using JWT signature verification with golang-jwt.
+- [Python on Vercel](https://upstash.com/docs/qstash/quickstarts/python-vercel.md): Use Upstash QStash to schedule a daily Python job on Vercel that cleans up your Redis database on a cron schedule.
+- [Next.js](https://upstash.com/docs/qstash/quickstarts/vercel-nextjs.md): Use Upstash QStash in Next.js to run reliable background jobs with automatic retries, publishing messages and verifying signatures on Vercel.
+- [Periodic Data Updates](https://upstash.com/docs/qstash/recipes/periodic-data-updates.md): Use QStash as a cron trigger for a Next.js API route that periodically fetches Bitcoin prices from an API and stores them in Redis.
+- [DLQ](https://upstash.com/docs/qstash/sdks/py/examples/dlq.md): Manage the QStash dead letter queue with the Python SDK by listing messages with cursor pagination, retrieving, and deleting DLQ messages.
+- [Events](https://upstash.com/docs/qstash/sdks/py/examples/events.md): List QStash events with cursor-based pagination using the Python SDK to track your published messages.
+- [Flow Control](https://upstash.com/docs/qstash/sdks/py/examples/flow-control.md): Manage QStash flow control keys with the Python SDK to inspect rate and parallelism, pause, resume, pin, unpin, and reset limits.
+- [Keys](https://upstash.com/docs/qstash/sdks/py/examples/keys.md): Retrieve and rotate your QStash signing keys with the Python SDK to verify incoming message signatures.
+- [Messages](https://upstash.com/docs/qstash/sdks/py/examples/messages.md): Retrieve, cancel, and bulk cancel in-flight QStash messages with the Python SDK.
+- [Overview](https://upstash.com/docs/qstash/sdks/py/examples/overview.md): Example usages of each method in the QStash Python SDK for publishing, scheduling, and managing messages.
+- [Publish](https://upstash.com/docs/qstash/sdks/py/examples/publish.md): Publish QStash messages with the Python SDK, adding delays, headers, callbacks, retries, deduplication, timeouts, and URL groups.
+- [Queues](https://upstash.com/docs/qstash/sdks/py/examples/queues.md): Create, configure, pause, resume, and delete QStash queues with parallelism using the Python SDK.
+- [Receiver](https://upstash.com/docs/qstash/sdks/py/examples/receiver.md): Verify QStash message signatures in your request handler using the Receiver helper in the Python SDK.
+- [Schedules](https://upstash.com/docs/qstash/sdks/py/examples/schedules.md): Create, list, get, pause, resume, and delete QStash cron schedules with the Python SDK, including callbacks and timeouts.
+- [URL Groups](https://upstash.com/docs/qstash/sdks/py/examples/url-groups.md): Create, list, and manage QStash URL groups and their endpoints for fan-out delivery using the Python SDK.
 
 # Getting Started
 Source: https://upstash.com/docs/qstash/sdks/py/gettingstarted
@@ -14061,16 +14061,16 @@ Using `qstash` you can:
 
 You can find the Github Repository [here](https://github.com/upstash/qstash-py).
 
-- [DLQ](https://upstash.com/docs/qstash/sdks/ts/examples/dlq.md)
-- [Flow Control](https://upstash.com/docs/qstash/sdks/ts/examples/flow-control.md)
-- [Logs](https://upstash.com/docs/qstash/sdks/ts/examples/logs.md)
-- [Messages](https://upstash.com/docs/qstash/sdks/ts/examples/messages.md)
-- [Overview](https://upstash.com/docs/qstash/sdks/ts/examples/overview.md)
-- [Publish](https://upstash.com/docs/qstash/sdks/ts/examples/publish.md)
-- [Queues](https://upstash.com/docs/qstash/sdks/ts/examples/queues.md)
-- [Receiver](https://upstash.com/docs/qstash/sdks/ts/examples/receiver.md)
-- [Schedules](https://upstash.com/docs/qstash/sdks/ts/examples/schedules.md)
-- [URL Groups](https://upstash.com/docs/qstash/sdks/ts/examples/url-groups.md)
+- [DLQ](https://upstash.com/docs/qstash/sdks/ts/examples/dlq.md): Manage the QStash dead letter queue with the TypeScript SDK by listing, filtering, deleting, and retrying DLQ messages.
+- [Flow Control](https://upstash.com/docs/qstash/sdks/ts/examples/flow-control.md): Manage QStash flow control keys with the TypeScript SDK to inspect rate and parallelism, pause, resume, pin, unpin, and reset limits.
+- [Logs](https://upstash.com/docs/qstash/sdks/ts/examples/logs.md): Retrieve QStash logs with the TypeScript SDK using cursor pagination, state filters, and message ID lookups.
+- [Messages](https://upstash.com/docs/qstash/sdks/ts/examples/messages.md): Retrieve, cancel, and bulk cancel in-flight QStash messages with filters using the TypeScript SDK.
+- [Overview](https://upstash.com/docs/qstash/sdks/ts/examples/overview.md): Example usages of each method in the QStash TypeScript SDK for publishing, scheduling, and managing messages.
+- [Publish](https://upstash.com/docs/qstash/sdks/ts/examples/publish.md): Publish QStash messages with the TypeScript SDK, adding delays, headers, callbacks, retries, deduplication, timeouts, and URL groups.
+- [Queues](https://upstash.com/docs/qstash/sdks/ts/examples/queues.md): Create, configure, pause, resume, and delete QStash queues with parallelism using the TypeScript SDK.
+- [Receiver](https://upstash.com/docs/qstash/sdks/ts/examples/receiver.md): Verify QStash message signatures in your request handler using the Receiver helper in the TypeScript SDK.
+- [Schedules](https://upstash.com/docs/qstash/sdks/ts/examples/schedules.md): Create, list, get, pause, resume, and delete QStash cron schedules with the TypeScript SDK, including callbacks and timeouts.
+- [URL Groups](https://upstash.com/docs/qstash/sdks/ts/examples/url-groups.md): Create, list, and manage QStash URL groups and their endpoints for fan-out delivery using the TypeScript SDK.
 
 # Getting Started
 Source: https://upstash.com/docs/qstash/sdks/ts/gettingstarted
@@ -20974,30 +20974,30 @@ We believe that Upstash is the best storage for your Lambda Functions because:
   </Card>
 </CardGroup>
 
-- [AWS Lambda](https://upstash.com/docs/redis/quickstarts/aws-lambda.md)
-- [Azure Functions](https://upstash.com/docs/redis/quickstarts/azure-functions.md)
-- [Cloudflare Workers](https://upstash.com/docs/redis/quickstarts/cloudflareworkers.md)
-- [Deno Deploy](https://upstash.com/docs/redis/quickstarts/deno-deploy.md)
-- [DigitalOcean](https://upstash.com/docs/redis/quickstarts/digitalocean.md)
-- [Django](https://upstash.com/docs/redis/quickstarts/django.md)
+- [AWS Lambda](https://upstash.com/docs/redis/quickstarts/aws-lambda.md): Connect Upstash Redis to an AWS Lambda function deployed with the AWS CDK in TypeScript.
+- [Azure Functions](https://upstash.com/docs/redis/quickstarts/azure-functions.md): Build a serverless Azure Function that reads and writes data using an Upstash Redis database.
+- [Cloudflare Workers](https://upstash.com/docs/redis/quickstarts/cloudflareworkers.md): Use Upstash Redis from a Cloudflare Workers edge function for low-latency key-value access worldwide.
+- [Deno Deploy](https://upstash.com/docs/redis/quickstarts/deno-deploy.md): Build a page view counter on Deno Deploy backed by an Upstash Redis database.
+- [DigitalOcean](https://upstash.com/docs/redis/quickstarts/digitalocean.md): Connect Upstash Redis to your DigitalOcean apps and migrate off the deprecated DigitalOcean integration.
+- [Django](https://upstash.com/docs/redis/quickstarts/django.md): Build a Django web app in Python that increments an Upstash Redis counter on every homepage visit.
 - [Elixir](https://upstash.com/docs/redis/quickstarts/elixir.md): Tutorial on Using Upstash Redis In Your Phoenix App and Deploying it on Fly.
-- [FastAPI](https://upstash.com/docs/redis/quickstarts/fastapi.md)
-- [Fastly](https://upstash.com/docs/redis/quickstarts/fastlycompute.md)
-- [Flask](https://upstash.com/docs/redis/quickstarts/flask.md)
-- [Fly.io](https://upstash.com/docs/redis/quickstarts/fly.md)
-- [Google Cloud Functions](https://upstash.com/docs/redis/quickstarts/google-cloud-functions.md)
-- [Ion](https://upstash.com/docs/redis/quickstarts/ion.md)
-- [ioredis note](https://upstash.com/docs/redis/quickstarts/ioredisnote.md)
-- [Koyeb](https://upstash.com/docs/redis/quickstarts/koyeb.md)
-- [Laravel](https://upstash.com/docs/redis/quickstarts/laravel.md)
-- [App Router](https://upstash.com/docs/redis/quickstarts/nextjs-app-router.md)
-- [Pages Router](https://upstash.com/docs/redis/quickstarts/nextjs-pages-router.md)
-- [ AWS Lambda](https://upstash.com/docs/redis/quickstarts/python-aws-lambda.md)
-- [SST v2](https://upstash.com/docs/redis/quickstarts/sst-v2.md)
-- [Supabase Functions](https://upstash.com/docs/redis/quickstarts/supabase.md)
-- [App Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-app-router.md)
-- [Pages Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-pages-router.md)
-- [Vercel Python Runtime](https://upstash.com/docs/redis/quickstarts/vercel-python-runtime.md)
+- [FastAPI](https://upstash.com/docs/redis/quickstarts/fastapi.md): Build a FastAPI application in Python that stores and retrieves data using Upstash Redis.
+- [Fastly](https://upstash.com/docs/redis/quickstarts/fastlycompute.md): Use Upstash Redis from a Fastly Compute edge application for fast, global key-value storage.
+- [Flask](https://upstash.com/docs/redis/quickstarts/flask.md): Build a Flask web app in Python that increments an Upstash Redis counter on each homepage visit.
+- [Fly.io](https://upstash.com/docs/redis/quickstarts/fly.md): Connect Upstash Redis to applications running on the Fly.io platform for global key-value storage.
+- [Google Cloud Functions](https://upstash.com/docs/redis/quickstarts/google-cloud-functions.md): Build a serverless Google Cloud Function that reads and writes data using Upstash Redis.
+- [Ion](https://upstash.com/docs/redis/quickstarts/ion.md): Provision and use Upstash Redis in an SST Ion app deployed to AWS with TypeScript.
+- [ioredis note](https://upstash.com/docs/redis/quickstarts/ioredisnote.md): Connect to Upstash Redis with ioredis using the connection string from the Node tab in the console.
+- [Koyeb](https://upstash.com/docs/redis/quickstarts/koyeb.md): Connect an Upstash Redis database as a cache to a Node.js application deployed on Koyeb.
+- [Laravel](https://upstash.com/docs/redis/quickstarts/laravel.md): Use Upstash Redis as the cache and data store for a PHP Laravel application.
+- [App Router](https://upstash.com/docs/redis/quickstarts/nextjs-app-router.md): Add Upstash Redis to a Next.js 15 App Router project with the @upstash/redis client.
+- [Pages Router](https://upstash.com/docs/redis/quickstarts/nextjs-pages-router.md): Add Upstash Redis to a Next.js Pages Router project with the @upstash/redis client.
+- [ AWS Lambda](https://upstash.com/docs/redis/quickstarts/python-aws-lambda.md): Connect Upstash Redis to a Python AWS Lambda function deployed with the AWS CDK.
+- [SST v2](https://upstash.com/docs/redis/quickstarts/sst-v2.md): Provision and use Upstash Redis in an SST v2 app deployed to AWS with TypeScript.
+- [Supabase Functions](https://upstash.com/docs/redis/quickstarts/supabase.md): Use Upstash Redis in a Supabase Edge Function to track invocation counts per region with a Redis hash.
+- [App Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-app-router.md): Use Upstash Redis in Vercel Functions with a Next.js App Router app and the @upstash/redis client.
+- [Pages Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-pages-router.md): Use Upstash Redis in Vercel Serverless Functions with a Next.js Pages Router app.
+- [Vercel Python Runtime](https://upstash.com/docs/redis/quickstarts/vercel-python-runtime.md): Use Upstash Redis with the Vercel Python runtime in a Django app, adaptable to Flask or FastAPI.
 
 # Agent Analytics
 Source: https://upstash.com/docs/redis/sdks/agent-analytics
@@ -22154,7 +22154,7 @@ with a chat UI that renders tool calls inline) lives in
   </Card>
 </CardGroup>
 
-- [ECHO](https://upstash.com/docs/redis/sdks/py/commands/auth/echo.md)
+- [ECHO](https://upstash.com/docs/redis/sdks/py/commands/auth/echo.md): Echo a message back from the server with the ECHO command in the Upstash Redis Python SDK, useful for debugging your connection.
 - [PING](https://upstash.com/docs/redis/sdks/py/commands/auth/ping.md): Send a ping to the server and get a response if the server is alive.
 - [BITCOUNT](https://upstash.com/docs/redis/sdks/py/commands/bitmap/bitcount.md): Count the number of set bits.
 - [BITFIELD](https://upstash.com/docs/redis/sdks/py/commands/bitmap/bitfield.md): Sets or gets parts of a bitfield
@@ -22256,8 +22256,8 @@ with a chat UI that renders tool calls inline) lives in
 - [SCRIPT FLUSH](https://upstash.com/docs/redis/sdks/py/commands/scripts/script_flush.md): Removes all scripts from the script cache.
 - [SCRIPT LOAD](https://upstash.com/docs/redis/sdks/py/commands/scripts/script_load.md): Load the specified Lua script into the script cache.
 - [DBSIZE](https://upstash.com/docs/redis/sdks/py/commands/server/dbsize.md): Count the number of keys in the database.
-- [FLUSHALL](https://upstash.com/docs/redis/sdks/py/commands/server/flushall.md)
-- [FLUSHDB](https://upstash.com/docs/redis/sdks/py/commands/server/flushdb.md)
+- [FLUSHALL](https://upstash.com/docs/redis/sdks/py/commands/server/flushall.md): Delete all keys across every database with the FLUSHALL command in the Upstash Redis Python SDK, using sync or async execution.
+- [FLUSHDB](https://upstash.com/docs/redis/sdks/py/commands/server/flushdb.md): Delete all keys in the selected database with the FLUSHDB command in the Upstash Redis Python SDK, using sync or async execution.
 - [SADD](https://upstash.com/docs/redis/sdks/py/commands/set/sadd.md): Adds one or more members to a set.
 - [SCARD](https://upstash.com/docs/redis/sdks/py/commands/set/scard.md): Return how many members are in a set
 - [SDIFF](https://upstash.com/docs/redis/sdks/py/commands/set/sdiff.md): Return the difference between sets
@@ -24449,7 +24449,7 @@ const redis = new Redis({
 });
 ```
 
-- [ECHO](https://upstash.com/docs/redis/sdks/ts/commands/auth/echo.md)
+- [ECHO](https://upstash.com/docs/redis/sdks/ts/commands/auth/echo.md): Echo a message back from the server with the ECHO command in the Upstash Redis TypeScript SDK, useful for debugging your connection.
 - [PING](https://upstash.com/docs/redis/sdks/ts/commands/auth/ping.md): Send a ping to the server and get a response if the server is alive.
 - [BITCOUNT](https://upstash.com/docs/redis/sdks/ts/commands/bitmap/bitcount.md): Count the number of set bits.
 - [BITOP](https://upstash.com/docs/redis/sdks/ts/commands/bitmap/bitop.md): Perform bitwise operations between strings.
@@ -24557,8 +24557,8 @@ const redis = new Redis({
 - [SCRIPT FLUSH](https://upstash.com/docs/redis/sdks/ts/commands/scripts/script_flush.md): Removes all scripts from the script cache.
 - [SCRIPT LOAD](https://upstash.com/docs/redis/sdks/ts/commands/scripts/script_load.md): Load the specified Lua script into the script cache.
 - [DBSIZE](https://upstash.com/docs/redis/sdks/ts/commands/server/dbsize.md): Count the number of keys in the database.
-- [FLUSHALL](https://upstash.com/docs/redis/sdks/ts/commands/server/flushall.md)
-- [FLUSHDB](https://upstash.com/docs/redis/sdks/ts/commands/server/flushdb.md)
+- [FLUSHALL](https://upstash.com/docs/redis/sdks/ts/commands/server/flushall.md): Delete all keys across every database with the FLUSHALL command in the Upstash Redis TypeScript SDK, using sync or async execution.
+- [FLUSHDB](https://upstash.com/docs/redis/sdks/ts/commands/server/flushdb.md): Delete all keys in the selected database with the FLUSHDB command in the Upstash Redis TypeScript SDK, using sync or async execution.
 - [SADD](https://upstash.com/docs/redis/sdks/ts/commands/set/sadd.md): Adds one or more members to a set.
 - [SCARD](https://upstash.com/docs/redis/sdks/ts/commands/set/scard.md): Return how many members are in a set
 - [SDIFF](https://upstash.com/docs/redis/sdks/ts/commands/set/sdiff.md): Return the difference between sets
@@ -24591,7 +24591,7 @@ const redis = new Redis({
 - [XREADGROUP](https://upstash.com/docs/redis/sdks/ts/commands/stream/xreadgroup.md): Reads data from a stream as part of a consumer group.
 - [XREVRANGE](https://upstash.com/docs/redis/sdks/ts/commands/stream/xrevrange.md): Returns stream entries matching a given range of IDs in reverse order.
 - [XTRIM](https://upstash.com/docs/redis/sdks/ts/commands/stream/xtrim.md): Trims the stream by removing entries to keep it at a reasonable size.
-- [String Commands](https://upstash.com/docs/redis/sdks/ts/commands/string.md)
+- [String Commands](https://upstash.com/docs/redis/sdks/ts/commands/string.md): Work with Redis string commands like MGET, MSET, SET, and SETEX in the Upstash Redis TypeScript SDK.
 - [APPEND](https://upstash.com/docs/redis/sdks/ts/commands/string/append.md): Append a value to a string stored at key.
 - [DECR](https://upstash.com/docs/redis/sdks/ts/commands/string/decr.md): Decrement the integer value of a key by one
 - [DECRBY](https://upstash.com/docs/redis/sdks/ts/commands/string/decrby.md): Decrement the integer value of a key by a given number.
@@ -30586,10 +30586,10 @@ use the **alias name** (not the actual document field name) when specifying fiel
 The highlighting feature works with indexed field names, which are the aliases.
 </Note>
 
-- [Blog Search](https://upstash.com/docs/redis/search/recipes/blog-search.md)
-- [E-commerce Search](https://upstash.com/docs/redis/search/recipes/e-commerce-search.md)
-- [Overview](https://upstash.com/docs/redis/search/recipes/overview.md)
-- [User Directory](https://upstash.com/docs/redis/search/recipes/user-directory.md)
+- [Blog Search](https://upstash.com/docs/redis/search/recipes/blog-search.md): Build full-text blog search with highlighted snippets, phrase matching, and date filtering using Upstash Redis Search.
+- [E-commerce Search](https://upstash.com/docs/redis/search/recipes/e-commerce-search.md): Build a product catalog search with filtering, sorting, typo tolerance, and relevance boosting using Upstash Redis Search.
+- [Overview](https://upstash.com/docs/redis/search/recipes/overview.md): Real-world Upstash Redis Search recipes for e-commerce, blog, and user directory search, each with schema design, sample data, and query patterns.
+- [User Directory](https://upstash.com/docs/redis/search/recipes/user-directory.md): Build a searchable employee directory with autocomplete, fuzzy name matching, and department filtering using Upstash Redis Search.
 
 # Schemas
 Source: https://upstash.com/docs/redis/search/schema-definition
@@ -31705,38 +31705,38 @@ Acknowledge the consumed messages via [XACK](https://redis.io/commands/xack/)
 from the list of the associated group and consumer.
 
 - [Agent Memory with Redis Search](https://upstash.com/docs/redis/tutorials/agent_memory.md): Build short-term and long-term memory for AI agents on Upstash Redis. Store working memory with TTLs and recall long-term memories with Redis Search full-text queries.
-- [Deploy a Serverless API with AWS CDK and AWS Lambda](https://upstash.com/docs/redis/tutorials/api_with_cdk.md)
-- [Autocomplete API with Serverless Redis](https://upstash.com/docs/redis/tutorials/auto_complete_with_serverless_redis.md)
+- [Deploy a Serverless API with AWS CDK and AWS Lambda](https://upstash.com/docs/redis/tutorials/api_with_cdk.md): Build and deploy a serverless view-counter API on AWS Lambda with the AWS CDK in TypeScript, using Upstash Redis for state.
+- [Autocomplete API with Serverless Redis](https://upstash.com/docs/redis/tutorials/auto_complete_with_serverless_redis.md): Build an autocomplete API using Upstash Redis sorted sets and ZRANK to return term suggestions from prefixes.
 - [Build Stateful Applications with AWS App Runner and Serverless Redis](https://upstash.com/docs/redis/tutorials/aws_app_runner_with_redis.md): This tutorial shows how to create a serverless and stateful application using AWS App Runner and Redis
 - [Session Management on Google Cloud Run with Serverless Redis](https://upstash.com/docs/redis/tutorials/cloud_run_sessions.md): This tutorial shows how to manage user sessions on Google Cloud Run using Serverless Redis.
 - [Cloudflare Workers with Websockets and Redis](https://upstash.com/docs/redis/tutorials/cloudflare_websockets_redis.md)
-- [Use Redis in Cloudflare Workers](https://upstash.com/docs/redis/tutorials/cloudflare_workers_with_redis.md)
-- [Backendless Coin Price List with GraphQL API, Serverless Redis and Next.JS](https://upstash.com/docs/redis/tutorials/coin_price_list.md)
+- [Use Redis in Cloudflare Workers](https://upstash.com/docs/redis/tutorials/cloudflare_workers_with_redis.md): Use Upstash Redis via REST API in a Cloudflare Workers edge function to serve location-based greetings.
+- [Backendless Coin Price List with GraphQL API, Serverless Redis and Next.JS](https://upstash.com/docs/redis/tutorials/coin_price_list.md): Build a backendless coin price list with Next.js and the Upstash GraphQL API, reading Redis directly from the client.
 - [Build a Leaderboard API At Edge using Cloudflare Workers and Redis](https://upstash.com/docs/redis/tutorials/edge_leaderboard.md): This tutorial shows how to build a Leaderboard API At Edge using Cloudflare Workers and Redis.
 - [Express Session with Serverless Redis](https://upstash.com/docs/redis/tutorials/express_session.md): This tutorial shows how to use Upstash as the session storage of your Express application.
-- [Serverless Golang API with Redis](https://upstash.com/docs/redis/tutorials/goapi.md)
+- [Serverless Golang API with Redis](https://upstash.com/docs/redis/tutorials/goapi.md): Build a serverless Golang page-view counter API on AWS Lambda with Upstash Redis, deployed using AWS SAM.
 - [Build a Serverless Histogram API with Redis](https://upstash.com/docs/redis/tutorials/histogram.md): This tutorial shows how to build a histogram API with Redis.
 - [Job Processing and Event Queue with Serverless Redis](https://upstash.com/docs/redis/tutorials/job_processing.md): This tutorial shows how to use Upstash Redis for job/task processing.
-- [Caching in Laravel with Redis](https://upstash.com/docs/redis/tutorials/laravel_caching.md)
-- [Next.js with Redis](https://upstash.com/docs/redis/tutorials/nextjs_with_redis.md)
+- [Caching in Laravel with Redis](https://upstash.com/docs/redis/tutorials/laravel_caching.md): Add caching to a Laravel application with Upstash Redis to speed up database-backed queries.
+- [Next.js with Redis](https://upstash.com/docs/redis/tutorials/nextjs_with_redis.md): Use Upstash Redis as a state store in a Next.js App Router app by building a simple page-view counter.
 - [Building a Serverless Notification API for Your Web Application with Redis](https://upstash.com/docs/redis/tutorials/notification.md): This tutorial shows how to create a Serverless Notification API for Your Web Application with Redis.
 - [Nuxt with Redis](https://upstash.com/docs/redis/tutorials/nuxtjs_with_redis.md): This tutorial shows how to use Upstash inside your Nuxt application.
-- [Redis as a Cache for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_fastapi_caching.md)
-- [Multithreaded Web Scraping with Redis Caching](https://upstash.com/docs/redis/tutorials/python_multithreading.md)
-- [Rate Limiting for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_rate_limiting.md)
-- [Build a Real-Time Chat Application with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_realtime_chat.md)
-- [Manage Sessions in Python with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_session.md)
-- [Building a URL Shortener with Redis](https://upstash.com/docs/redis/tutorials/python_url_shortener.md)
-- [Serverless Python API with Redis](https://upstash.com/docs/redis/tutorials/pythonapi.md)
-- [AWS Lambda Rate Limiting with Serverless Redis](https://upstash.com/docs/redis/tutorials/rate-limiting.md)
+- [Redis as a Cache for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_fastapi_caching.md): Cache FastAPI responses with Upstash Redis to cut database queries and speed up an external weather API app.
+- [Multithreaded Web Scraping with Redis Caching](https://upstash.com/docs/redis/tutorials/python_multithreading.md): Build a multithreaded Python web scraper that caches HTTP responses in Upstash Redis to avoid redundant requests.
+- [Rate Limiting for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_rate_limiting.md): Add rate limiting to a FastAPI app with Upstash Redis using a fixed window limiter to control API usage.
+- [Build a Real-Time Chat Application with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_realtime_chat.md): Build a real-time chat app with Flask, SocketIO, and Upstash Redis Pub/Sub for low-latency message handling.
+- [Manage Sessions in Python with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_session.md): Implement session management in a FastAPI app using cookies and Upstash Redis for fast, expiring session storage.
+- [Building a URL Shortener with Redis](https://upstash.com/docs/redis/tutorials/python_url_shortener.md): Build a URL shortener in Python with Upstash Redis, generating short codes and setting expiration times for links.
+- [Serverless Python API with Redis](https://upstash.com/docs/redis/tutorials/pythonapi.md): Build a serverless Python page-view counter API on AWS Lambda with Upstash Redis, deployed using the AWS CDK.
+- [AWS Lambda Rate Limiting with Serverless Redis](https://upstash.com/docs/redis/tutorials/rate-limiting.md): Rate limit an AWS Lambda function by client IP using @upstash/ratelimit, Upstash Redis, and the Serverless Framework.
 - [Redis Queue: From FIFO Lists to a Job Queue](https://upstash.com/docs/redis/tutorials/redis_queue.md): How to build FIFO, reliable, and blocking queues on Upstash Redis, then a delayed and prioritized job queue with a dead-letter queue.
 - [Serverless Redisson](https://upstash.com/docs/redis/tutorials/redisson.md): This tutorial shows how to use Upstash with Redisson client.
 - [Roadmap Voting App with Serverless Redis](https://upstash.com/docs/redis/tutorials/roadmapvotingapp.md): This is a single page application powered by upstash and next.js.
-- [Serverless API with Java and Redis](https://upstash.com/docs/redis/tutorials/serverless_java_redis.md)
+- [Serverless API with Java and Redis](https://upstash.com/docs/redis/tutorials/serverless_java_redis.md): Build a stateful serverless page-view counter API with Java and Upstash Redis on AWS Lambda.
 - [TanStack AI Chat Persistance](https://upstash.com/docs/redis/tutorials/tanstack_chat_persistence.md): Use Upstash Redis to persist TanStack AI chat histories across reloads, navigation, and devices with a simple adapter.
-- [Using AWS SAM](https://upstash.com/docs/redis/tutorials/using_aws_sam.md)
-- [Serverless Redis on Google Cloud Functions](https://upstash.com/docs/redis/tutorials/using_google_cloud_functions.md)
-- [Using Serverless Framework](https://upstash.com/docs/redis/tutorials/using_serverless_framework.md)
+- [Using AWS SAM](https://upstash.com/docs/redis/tutorials/using_aws_sam.md): Build and deploy a serverless application to AWS Lambda with Upstash Redis using the AWS SAM CLI.
+- [Serverless Redis on Google Cloud Functions](https://upstash.com/docs/redis/tutorials/using_google_cloud_functions.md): Build a serverless view-counter API on Google Cloud Functions using Upstash Redis as the data store.
+- [Using Serverless Framework](https://upstash.com/docs/redis/tutorials/using_serverless_framework.md): Build and deploy a serverless application to AWS Lambda with Upstash Redis using the Serverless Framework.
 
 # Advanced Settings
 Source: https://upstash.com/docs/search/features/advanced-settings
@@ -46956,15 +46956,15 @@ Source: https://upstash.com/docs/workflow/changelog
 * Released [Upstash Workflow](/docs/workflow/getstarted).
 </Update>
 
-- [AI Generation](https://upstash.com/docs/workflow/examples/allInOne.md)
-- [Auth Provider Webhook](https://upstash.com/docs/workflow/examples/authWebhook.md)
-- [Custom Retry Logic](https://upstash.com/docs/workflow/examples/customRetry.md)
-- [Customer Onboarding](https://upstash.com/docs/workflow/examples/customerOnboarding.md)
-- [Dynamic Workflows](https://upstash.com/docs/workflow/examples/dynamicWorkflow.md)
-- [E-commerce Order Fulfillment](https://upstash.com/docs/workflow/examples/eCommerceOrderFulfillment.md)
-- [Image Processing](https://upstash.com/docs/workflow/examples/imageProcessing.md)
-- [Payment Retries](https://upstash.com/docs/workflow/examples/paymentRetry.md)
-- [Waiting for Events](https://upstash.com/docs/workflow/examples/waitForEvent.md)
+- [AI Generation](https://upstash.com/docs/workflow/examples/allInOne.md): Process large datasets with Upstash Workflow by downloading data, processing chunks with OpenAI GPT-4, aggregating results, and generating a report.
+- [Auth Provider Webhook](https://upstash.com/docs/workflow/examples/authWebhook.md): Build an authentication provider webhook with Upstash Workflow to handle user creation, Stripe trials, and automated email reminders.
+- [Custom Retry Logic](https://upstash.com/docs/workflow/examples/customRetry.md): Implement custom retry logic in Upstash Workflow using response status codes and headers to control retries when calling third-party APIs like OpenAI.
+- [Customer Onboarding](https://upstash.com/docs/workflow/examples/customerOnboarding.md): Build a customer onboarding workflow with Upstash Workflow that registers users, sends welcome emails, and reacts to user activity over time.
+- [Dynamic Workflows](https://upstash.com/docs/workflow/examples/dynamicWorkflow.md): Build dynamic, configurable workflows with Upstash Workflow that run runtime-defined steps while safely handling ordering, naming, and versioning.
+- [E-commerce Order Fulfillment](https://upstash.com/docs/workflow/examples/eCommerceOrderFulfillment.md): Automate e-commerce order fulfillment with Upstash Workflow by verifying stock, processing payment, dispatching orders, and notifying customers.
+- [Image Processing](https://upstash.com/docs/workflow/examples/imageProcessing.md): Process images with Upstash Workflow by uploading, resizing into multiple resolutions, applying filters, and storing the processed versions.
+- [Payment Retries](https://upstash.com/docs/workflow/examples/paymentRetry.md): Build a payment retry workflow with Upstash Workflow that retries failed charges, sends invoice emails, and suspends accounts after repeated failures.
+- [Waiting for Events](https://upstash.com/docs/workflow/examples/waitForEvent.md): Pause and resume workflows with Upstash Workflow's wait-for-event feature, letting an external system notify order processing when it is ready.
 
 # Overview
 Source: https://upstash.com/docs/workflow/features/dlq
@@ -52073,20 +52073,20 @@ For detailed pricing information based on different plans, visit our [Workflow p
 * Each step in a [parallel run](/docs/workflow/howto/parallel-runs) costs 1 extra message.
 * If the workflow endpoint or URL in [context.call](/docs/workflow/basics/context#context-call) returns an error or is unreachable, the workflow SDK will retry the call (up to 3 times by default). Each retry counts as a new message.
 
-- [Astro](https://upstash.com/docs/workflow/quickstarts/astro.md)
-- [Cloudflare Workers](https://upstash.com/docs/workflow/quickstarts/cloudflare-workers.md)
-- [Express.js](https://upstash.com/docs/workflow/quickstarts/express.md)
-- [FastAPI](https://upstash.com/docs/workflow/quickstarts/fastapi.md)
-- [Flask](https://upstash.com/docs/workflow/quickstarts/flask.md)
-- [Hono](https://upstash.com/docs/workflow/quickstarts/hono.md)
-- [Next.js & FastAPI](https://upstash.com/docs/workflow/quickstarts/nextjs-fastapi.md)
-- [Next.js & Flask](https://upstash.com/docs/workflow/quickstarts/nextjs-flask.md)
-- [Nuxt](https://upstash.com/docs/workflow/quickstarts/nuxt.md)
-- [Supported Platforms](https://upstash.com/docs/workflow/quickstarts/platforms.md)
-- [SolidJS](https://upstash.com/docs/workflow/quickstarts/solidjs.md)
-- [SvelteKit](https://upstash.com/docs/workflow/quickstarts/svelte.md)
-- [TanStack Start](https://upstash.com/docs/workflow/quickstarts/tanstack-start.md)
-- [Next.js](https://upstash.com/docs/workflow/quickstarts/vercel-nextjs.md)
+- [Astro](https://upstash.com/docs/workflow/quickstarts/astro.md): Use Upstash Workflow with Astro in this step-by-step quickstart, with a complete example project on GitHub.
+- [Cloudflare Workers](https://upstash.com/docs/workflow/quickstarts/cloudflare-workers.md): Deploy Upstash Workflow on Cloudflare Workers with this step-by-step guide, including Hono.js examples and best practices.
+- [Express.js](https://upstash.com/docs/workflow/quickstarts/express.md): Use Upstash Workflow with Express.js in this step-by-step quickstart, with a complete example project on GitHub.
+- [FastAPI](https://upstash.com/docs/workflow/quickstarts/fastapi.md): Use Upstash Workflow with FastAPI in Python through this step-by-step quickstart, with an end-to-end example project on GitHub.
+- [Flask](https://upstash.com/docs/workflow/quickstarts/flask.md): Use Upstash Workflow with Flask in Python through this step-by-step quickstart, with an end-to-end example project on GitHub.
+- [Hono](https://upstash.com/docs/workflow/quickstarts/hono.md): Deploy Upstash Workflow with Hono on Cloudflare Workers in this step-by-step quickstart, with an end-to-end example project.
+- [Next.js & FastAPI](https://upstash.com/docs/workflow/quickstarts/nextjs-fastapi.md): Build durable workflows with Upstash Workflow using a Next.js frontend and FastAPI backend in this step-by-step quickstart.
+- [Next.js & Flask](https://upstash.com/docs/workflow/quickstarts/nextjs-flask.md): Build durable workflows with Upstash Workflow using a Next.js frontend and Flask backend in this step-by-step quickstart.
+- [Nuxt](https://upstash.com/docs/workflow/quickstarts/nuxt.md): Deploy Upstash Workflow with Nuxt in this step-by-step quickstart, featuring a one-click Vercel deploy and example project.
+- [Supported Platforms](https://upstash.com/docs/workflow/quickstarts/platforms.md): Explore the platforms and frameworks natively supported by Upstash Workflow across JavaScript, TypeScript, and Python.
+- [SolidJS](https://upstash.com/docs/workflow/quickstarts/solidjs.md): Use Upstash Workflow with SolidJS in this step-by-step quickstart, with an end-to-end example project on GitHub.
+- [SvelteKit](https://upstash.com/docs/workflow/quickstarts/svelte.md): Deploy Upstash Workflow with SvelteKit in this step-by-step quickstart, featuring a one-click Vercel deploy and example project.
+- [TanStack Start](https://upstash.com/docs/workflow/quickstarts/tanstack-start.md): Use Upstash Workflow with TanStack Start in this step-by-step quickstart, with a complete example project on GitHub.
+- [Next.js](https://upstash.com/docs/workflow/quickstarts/vercel-nextjs.md): Deploy Upstash Workflow with Next.js on Vercel in this step-by-step quickstart, featuring a one-click deploy and example project.
 
 # Roadmap
 Source: https://upstash.com/docs/workflow/roadmap
diff --git a/llms.txt b/llms.txt
index 0ecc69b1..6a3f0f89 100644
--- a/llms.txt
+++ b/llms.txt
@@ -32,35 +32,35 @@
 - [Transfer Search Index](https://upstash.com/docs/api-reference/search/transfer-search-index.md): Transfers ownership of a search index to another team. Transferring to a personal account is not supported. However, transferring from a personal account to a team is allowed.
 - [Get Index Stats](https://upstash.com/docs/api-reference/vector/get-index-stats.md): Retrieves statistics and metrics for a specific vector index
 - [Get Vector Stats](https://upstash.com/docs/api-reference/vector/get-vector-stats.md): Get vector statistics for all the vector indices associated with the authenticated user
-- [Code Interpreter with Vercel AI SDK](https://upstash.com/docs/box/guides/ai-sdk-code-interpreter.md)
-- [Build a Code Review Agent](https://upstash.com/docs/box/guides/code-review-agent.md)
-- [Running Tests with Crabbox](https://upstash.com/docs/box/guides/crabbox-setup.md)
-- [Hermes Setup](https://upstash.com/docs/box/guides/hermes-setup.md)
-- [OpenClaw Setup](https://upstash.com/docs/box/guides/openclaw-setup.md)
-- [Remote Development](https://upstash.com/docs/box/guides/remote-development.md)
-- [AI File Editor with TanStack AI](https://upstash.com/docs/box/guides/tanstack-ai-file-editor.md)
-- [Scrape Dynamic Websites with Playwright](https://upstash.com/docs/box/guides/web-scraping-playwright.md)
-- [Agent](https://upstash.com/docs/box/overall/agent.md)
-- [Attach Headers](https://upstash.com/docs/box/overall/attach-headers.md)
-- [How to Add a Custom Agent](https://upstash.com/docs/box/overall/custom-agent.md)
+- [Code Interpreter with Vercel AI SDK](https://upstash.com/docs/box/guides/ai-sdk-code-interpreter.md): Add a code interpreter tool to a Vercel AI SDK chat app that runs model-written code in a fresh, isolated Upstash Box sandbox.
+- [Build a Code Review Agent](https://upstash.com/docs/box/guides/code-review-agent.md): Build an automated code review agent with Upstash Box that clones a repo, analyzes the PR diff, and returns structured findings with severity.
+- [Running Tests with Crabbox](https://upstash.com/docs/box/guides/crabbox-setup.md): Run your test suite in a clean cloud environment with Crabbox, a CLI that executes commands inside a remote Upstash Box.
+- [Hermes Setup](https://upstash.com/docs/box/guides/hermes-setup.md): Set up the Hermes agent inside an Upstash Box over SSH, install it, and configure an init script for automatic restarts.
+- [OpenClaw Setup](https://upstash.com/docs/box/guides/openclaw-setup.md): Set up OpenClaw inside an Upstash Box, forward its dashboard over an SSH tunnel, and keep the gateway running with an init script.
+- [Remote Development](https://upstash.com/docs/box/guides/remote-development.md): Run any dev server inside an Upstash Box and access it locally over SSH port forwarding, or share it with a public URL.
+- [AI File Editor with TanStack AI](https://upstash.com/docs/box/guides/tanstack-ai-file-editor.md): Build an AI file editor with TanStack AI that runs model-written code on uploaded files inside a disposable Upstash Box sandbox.
+- [Scrape Dynamic Websites with Playwright](https://upstash.com/docs/box/guides/web-scraping-playwright.md): Scrape JavaScript-heavy sites by running Playwright and Chromium inside an Upstash Box, then pull the structured results back.
+- [Agent](https://upstash.com/docs/box/overall/agent.md): Configure a built-in coding agent like Claude Code, Codex, or OpenCode in an Upstash Box and run or stream tasks with typed output.
+- [Attach Headers](https://upstash.com/docs/box/overall/attach-headers.md): Inject secret HTTP headers into a box's outbound HTTPS requests with Upstash Box attach headers, keeping API keys out of the container.
+- [How to Add a Custom Agent](https://upstash.com/docs/box/overall/custom-agent.md): Bring your own agent process to an Upstash Box with a custom harness, streaming output back through the box-sse-v1 protocol.
 - [Aider](https://upstash.com/docs/box/overall/custom-harness/aider.md)
 - [Gemini](https://upstash.com/docs/box/overall/custom-harness/gemini.md)
 - [Goose](https://upstash.com/docs/box/overall/custom-harness/goose.md)
 - [Pi](https://upstash.com/docs/box/overall/custom-harness/pi.md)
-- [Ephemeral Box](https://upstash.com/docs/box/overall/ephemeral-box.md)
-- [Filesystem](https://upstash.com/docs/box/overall/files.md)
-- [Git](https://upstash.com/docs/box/overall/git.md)
-- [Box Basics](https://upstash.com/docs/box/overall/how-it-works.md)
-- [Keep Alive](https://upstash.com/docs/box/overall/keep-alive.md)
-- [Network Policy](https://upstash.com/docs/box/overall/network-policy.md)
-- [Public URLs](https://upstash.com/docs/box/overall/preview.md)
+- [Ephemeral Box](https://upstash.com/docs/box/overall/ephemeral-box.md): EphemeralBox is a lightweight, short-lived Upstash Box sandbox with instant creation and auto-expiry for quick exec and file tasks.
+- [Filesystem](https://upstash.com/docs/box/overall/files.md): Upload, write, read, list, and download files inside an Upstash Box using its isolated per-box filesystem API.
+- [Git](https://upstash.com/docs/box/overall/git.md): Clone repositories, inspect diffs, commit, push branches, and open pull requests from inside an Upstash Box with the git API.
+- [Box Basics](https://upstash.com/docs/box/overall/how-it-works.md): How Upstash Box works: durable, isolated containers with agent, git, shell, and filesystem, plus lifecycle, sizes, and billing.
+- [Keep Alive](https://upstash.com/docs/box/overall/keep-alive.md): Keep an Upstash Box always on between sessions with keepAlive for servers and long-running agents, plus startup init commands.
+- [Network Policy](https://upstash.com/docs/box/overall/network-policy.md): Control a box's outbound network access with Upstash Box network policies: allow-all, deny-all, or custom domain and CIDR rules.
+- [Public URLs](https://upstash.com/docs/box/overall/preview.md): Expose ports from an Upstash Box with public URLs, optionally protected by bearer token or basic authentication.
 - [Pricing & Limits](https://upstash.com/docs/box/overall/pricing.md)
-- [Quickstart](https://upstash.com/docs/box/overall/quickstart.md)
-- [Schedules](https://upstash.com/docs/box/overall/schedules.md)
-- [Security & Secrets](https://upstash.com/docs/box/overall/security.md)
-- [Shell](https://upstash.com/docs/box/overall/shell.md)
-- [Snapshots](https://upstash.com/docs/box/overall/snapshots.md)
-- [Use Cases](https://upstash.com/docs/box/overall/use-cases.md)
+- [Quickstart](https://upstash.com/docs/box/overall/quickstart.md): Get started with Upstash Box: install the SDK, create an isolated cloud container, configure an AI agent, and run your first task.
+- [Schedules](https://upstash.com/docs/box/overall/schedules.md): Schedule recurring shell commands or agent prompts inside an Upstash Box with cron expressions, webhooks, and schedule management.
+- [Security & Secrets](https://upstash.com/docs/box/overall/security.md): How Upstash Box isolates containers and handles secrets, including environment variables, attach headers, and blocked variables.
+- [Shell](https://upstash.com/docs/box/overall/shell.md): Run shell commands and code snippets in an Upstash Box's full Linux shell through the SDK or an interactive SSH connection.
+- [Snapshots](https://upstash.com/docs/box/overall/snapshots.md): Capture and restore Upstash Box state with snapshots to checkpoint workspaces, reuse prepared environments, and fan out boxes.
+- [Use Cases](https://upstash.com/docs/box/overall/use-cases.md): Upstash Box use cases: durable agent servers, multi-agent orchestration, and parallel model testing with isolated cloud sandboxes.
 - [Add a Payment Method](https://upstash.com/docs/common/account/add-payment-method.md)
 - [Audit Logs](https://upstash.com/docs/common/account/auditlogs.md)
 - [AWS Marketplace](https://upstash.com/docs/common/account/awsmarketplace.md)
@@ -180,84 +180,84 @@
 - [Upsert URL Group and Endpoint](https://upstash.com/docs/qstash/api-reference/url-groups/upsert-url-group-and-endpoint.md): Add an endpoint to a URL Group
 - [API Rate Limit Response](https://upstash.com/docs/qstash/api/api-ratelimiting.md): This page documents the rate limiting behavior of our API and explains how to handle different types of rate limit errors.
 - [Authentication](https://upstash.com/docs/qstash/api/authentication.md): Authentication for the QStash API
-- [At-Least-Once Delivery](https://upstash.com/docs/qstash/features/at-least-once.md)
-- [Background Jobs](https://upstash.com/docs/qstash/features/background-jobs.md)
-- [Batching](https://upstash.com/docs/qstash/features/batch.md)
-- [Callbacks](https://upstash.com/docs/qstash/features/callbacks.md)
-- [Deduplication](https://upstash.com/docs/qstash/features/deduplication.md)
-- [Delay](https://upstash.com/docs/qstash/features/delay.md)
-- [Dead Letter Queues](https://upstash.com/docs/qstash/features/dlq.md)
-- [Flow Control](https://upstash.com/docs/qstash/features/flowcontrol.md)
-- [Queues](https://upstash.com/docs/qstash/features/queues.md)
-- [Retry](https://upstash.com/docs/qstash/features/retry.md)
-- [Schedules](https://upstash.com/docs/qstash/features/schedules.md)
-- [Security](https://upstash.com/docs/qstash/features/security.md)
-- [URL Groups](https://upstash.com/docs/qstash/features/url-groups.md)
-- [Debug Logs](https://upstash.com/docs/qstash/howto/debug-logs.md)
-- [Delete Schedules](https://upstash.com/docs/qstash/howto/delete-schedule.md)
-- [Handling Failures](https://upstash.com/docs/qstash/howto/handling-failures.md)
-- [Local Development](https://upstash.com/docs/qstash/howto/local-development.md)
-- [Local Tunnel](https://upstash.com/docs/qstash/howto/local-tunnel.md)
-- [Select a Region](https://upstash.com/docs/qstash/howto/multi-region.md)
-- [Publish Messages](https://upstash.com/docs/qstash/howto/publishing.md)
-- [Read-only Token](https://upstash.com/docs/qstash/howto/readonly-token.md)
+- [At-Least-Once Delivery](https://upstash.com/docs/qstash/features/at-least-once.md): QStash guarantees at-least-once message delivery and shows how to handle rare duplicates using idempotency keys and idempotent handlers.
+- [Background Jobs](https://upstash.com/docs/qstash/features/background-jobs.md): Run long-running background jobs from serverless apps with QStash by offloading heavy tasks to a public API endpoint, shown with Next.js.
+- [Batching](https://upstash.com/docs/qstash/features/batch.md): Send multiple QStash messages in a single request with the batch endpoint, targeting destinations, URL Groups, and queues with custom headers and bodies.
+- [Callbacks](https://upstash.com/docs/qstash/features/callbacks.md): Use QStash callbacks and failure callbacks to handle responses from long-running endpoints without waiting, bypassing serverless execution time limits.
+- [Deduplication](https://upstash.com/docs/qstash/features/deduplication.md): Prevent duplicate QStash messages using a deduplication ID or content-based deduplication so retries enqueue each message only once.
+- [Delay](https://upstash.com/docs/qstash/features/delay.md): Delay QStash message delivery with relative Upstash-Delay or absolute Upstash-Not-Before headers, plus how delays apply to scheduled messages.
+- [Dead Letter Queues](https://upstash.com/docs/qstash/features/dlq.md): QStash moves messages that exhaust their retries to a dead letter queue, where you can manually retry or delete them from the console.
+- [Flow Control](https://upstash.com/docs/qstash/features/flowcontrol.md): Limit QStash message delivery to your endpoint with rate and parallelism controls per flow-control key, plus pause, pin, and monitor APIs.
+- [Queues](https://upstash.com/docs/qstash/features/queues.md): Use QStash queues for ordered FIFO message delivery and controlled parallelism, enqueuing messages to your endpoints reliably.
+- [Retry](https://upstash.com/docs/qstash/features/retry.md): QStash automatically retries failed message deliveries with exponential backoff, plus custom retry delays, Retry-After headers, and non-retryable errors.
+- [Schedules](https://upstash.com/docs/qstash/features/schedules.md): Schedule recurring QStash messages using cron expressions with timezone support, delivering to endpoints, URL Groups, or queues.
+- [Security](https://upstash.com/docs/qstash/features/security.md): Authorize QStash API requests with your token and verify incoming messages using the Upstash-Signature JWT header to secure your endpoints.
+- [URL Groups](https://upstash.com/docs/qstash/features/url-groups.md): URL Groups let QStash fan out a single published message to multiple subscribed endpoints, decoupling producers from consumers.
+- [Debug Logs](https://upstash.com/docs/qstash/howto/debug-logs.md): Understand the QStash message lifecycle and states like ACTIVE, DELIVERED, RETRY, and FAILED to debug delivery using the console Logs tab.
+- [Delete Schedules](https://upstash.com/docs/qstash/howto/delete-schedule.md): Delete a QStash schedule by ID with the schedules API using cURL, TypeScript, or Python, and list schedules to find the ID.
+- [Handling Failures](https://upstash.com/docs/qstash/howto/handling-failures.md): Handle failed QStash message deliveries using failure callbacks and the dead letter queue to log, alert, and retry undelivered messages.
+- [Local Development](https://upstash.com/docs/qstash/howto/local-development.md): Run the QStash development server locally with the CLI, npx, or Docker to test messages, schedules, and workflows without deploying a public API.
+- [Local Tunnel](https://upstash.com/docs/qstash/howto/local-tunnel.md): Expose your local API to QStash during development using a public tunnel with localtunnel.me or ngrok so messages reach your machine.
+- [Select a Region](https://upstash.com/docs/qstash/howto/multi-region.md): Choose between QStash EU and US regions, migrate resources between them, and configure the SDK for single-region or multi-region migration mode.
+- [Publish Messages](https://upstash.com/docs/qstash/howto/publishing.md): Publish messages to any HTTP endpoint with QStash, forward custom headers, and fan out to URL Groups using cURL, TypeScript, or Python.
+- [Read-only Token](https://upstash.com/docs/qstash/howto/readonly-token.md): Share a QStash read-only token with teammates or AI agents to view logs, messages, and schedules without allowing publishing or resource changes.
 - [Receiving Messages](https://upstash.com/docs/qstash/howto/receiving.md): What do we send to your API?
 - [Redact Private Data](https://upstash.com/docs/qstash/howto/redact-fields.md): How to redact private data in your messages
-- [Reset Token](https://upstash.com/docs/qstash/howto/reset-token.md)
-- [Roll Your Signing Keys](https://upstash.com/docs/qstash/howto/roll-signing-keys.md)
-- [Verify Signatures](https://upstash.com/docs/qstash/howto/signature.md)
-- [Create URL Groups and Endpoints](https://upstash.com/docs/qstash/howto/url-group-endpoint.md)
-- [Use as Webhook Receiver](https://upstash.com/docs/qstash/howto/webhook.md)
-- [LLM with Anthropic](https://upstash.com/docs/qstash/integrations/anthropic.md)
-- [Datadog - Upstash QStash Integration](https://upstash.com/docs/qstash/integrations/datadog.md)
-- [LLM - OpenAI](https://upstash.com/docs/qstash/integrations/llm.md)
-- [n8n with QStash](https://upstash.com/docs/qstash/integrations/n8n.md)
+- [Reset Token](https://upstash.com/docs/qstash/howto/reset-token.md): Reset your QStash token from the console to invalidate the current one, then update it across your applications to keep publishing messages.
+- [Roll Your Signing Keys](https://upstash.com/docs/qstash/howto/roll-signing-keys.md): Roll your QStash signing keys safely using the current and next key pair to rotate secrets with minimal downtime for request verification.
+- [Verify Signatures](https://upstash.com/docs/qstash/howto/signature.md): Verify the Upstash-Signature JWT on incoming QStash requests using the Receiver in the TypeScript, Python, and Go SDKs or with manual verification.
+- [Create URL Groups and Endpoints](https://upstash.com/docs/qstash/howto/url-group-endpoint.md): Create QStash URL Groups and add endpoints through the Upstash Console or REST API using cURL, TypeScript, or Python.
+- [Use as Webhook Receiver](https://upstash.com/docs/qstash/howto/webhook.md): Route webhook calls through QStash as an intermediary to add retries, delays, timeouts, callbacks, and flow control using publish or URL Groups.
+- [LLM with Anthropic](https://upstash.com/docs/qstash/integrations/anthropic.md): Call Anthropic Claude models through QStash to publish, enqueue, and batch LLM requests with retries, callbacks, and long HTTP timeouts.
+- [Datadog - Upstash QStash Integration](https://upstash.com/docs/qstash/integrations/datadog.md): Connect Datadog with Upstash QStash to monitor message delivery, retries, DLQ, and schedule metrics on Datadog dashboards.
+- [LLM - OpenAI](https://upstash.com/docs/qstash/integrations/llm.md): Call OpenAI and OpenAI-compatible LLM APIs through QStash to publish, enqueue, and batch chat completions with retries, callbacks, and 2-hour timeouts.
+- [n8n with QStash](https://upstash.com/docs/qstash/integrations/n8n.md): Call QStash from an n8n workflow by importing a QStash request as a cURL snippet into an HTTP Request node to publish, enqueue, or schedule.
 - [Pipedream](https://upstash.com/docs/qstash/integrations/pipedream.md): Build and run workflows with 1000s of open source triggers and actions across 900+ apps.
-- [Prometheus - Upstash QStash Integration](https://upstash.com/docs/qstash/integrations/prometheus.md)
-- [Email - Resend](https://upstash.com/docs/qstash/integrations/resend.md)
-- [Development Server License Agreement](https://upstash.com/docs/qstash/misc/license.md)
-- [API Examples](https://upstash.com/docs/qstash/overall/apiexamples.md)
-- [Changelog](https://upstash.com/docs/qstash/overall/changelog.md)
-- [Compare](https://upstash.com/docs/qstash/overall/compare.md)
-- [Prod Pack & Enterprise](https://upstash.com/docs/qstash/overall/enterprise.md)
-- [Getting Started](https://upstash.com/docs/qstash/overall/getstarted.md)
+- [Prometheus - Upstash QStash Integration](https://upstash.com/docs/qstash/integrations/prometheus.md): Scrape Upstash QStash metrics into Prometheus and visualize message throughput, retries, DLQ, and schedules in a Grafana dashboard.
+- [Email - Resend](https://upstash.com/docs/qstash/integrations/resend.md): Send transactional and batch emails through QStash using the Resend provider in the qstash-js SDK with publishJSON.
+- [Development Server License Agreement](https://upstash.com/docs/qstash/misc/license.md): License terms for the QStash development server, restricting its use to local development, testing, and CI rather than production or commercial deployment.
+- [API Examples](https://upstash.com/docs/qstash/overall/apiexamples.md): Get started with QStash through cURL, TypeScript, and Python examples for publishing messages, scheduling, and using URL Groups.
+- [Changelog](https://upstash.com/docs/qstash/overall/changelog.md): Track new QStash features and updates across the server, console, and TypeScript and Python SDKs over time.
+- [Compare](https://upstash.com/docs/qstash/overall/compare.md): Compare QStash with alternatives like BullMQ, Zeplo, and Quirrel to see how its serverless message queue and scheduling differ.
+- [Prod Pack & Enterprise](https://upstash.com/docs/qstash/overall/enterprise.md): Upgrade Upstash QStash to Prod Pack or Enterprise for 99.99% uptime SLA, SOC-2 compliance, encryption at rest, and Prometheus and Datadog monitoring.
+- [Getting Started](https://upstash.com/docs/qstash/overall/getstarted.md): Get started with Upstash QStash, publish your first message to an HTTP endpoint, and explore background jobs, schedules, and delivery guarantees.
 - [llms.txt](https://upstash.com/docs/qstash/overall/llms-txt.md)
 - [Pricing & Limits](https://upstash.com/docs/qstash/overall/pricing.md)
 - [Roadmap](https://upstash.com/docs/qstash/overall/roadmap.md)
-- [Use Cases](https://upstash.com/docs/qstash/overall/usecases.md)
-- [AWS Lambda (Node)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/nodejs.md)
-- [AWS Lambda (Python)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/python.md)
-- [Cloudflare Workers](https://upstash.com/docs/qstash/quickstarts/cloudflare-workers.md)
-- [Deno Deploy](https://upstash.com/docs/qstash/quickstarts/deno-deploy.md)
-- [Golang](https://upstash.com/docs/qstash/quickstarts/fly-io/go.md)
-- [Python on Vercel](https://upstash.com/docs/qstash/quickstarts/python-vercel.md)
-- [Next.js](https://upstash.com/docs/qstash/quickstarts/vercel-nextjs.md)
-- [Periodic Data Updates](https://upstash.com/docs/qstash/recipes/periodic-data-updates.md)
-- [DLQ](https://upstash.com/docs/qstash/sdks/py/examples/dlq.md)
-- [Events](https://upstash.com/docs/qstash/sdks/py/examples/events.md)
-- [Flow Control](https://upstash.com/docs/qstash/sdks/py/examples/flow-control.md)
-- [Keys](https://upstash.com/docs/qstash/sdks/py/examples/keys.md)
-- [Messages](https://upstash.com/docs/qstash/sdks/py/examples/messages.md)
-- [Overview](https://upstash.com/docs/qstash/sdks/py/examples/overview.md)
-- [Publish](https://upstash.com/docs/qstash/sdks/py/examples/publish.md)
-- [Queues](https://upstash.com/docs/qstash/sdks/py/examples/queues.md)
-- [Receiver](https://upstash.com/docs/qstash/sdks/py/examples/receiver.md)
-- [Schedules](https://upstash.com/docs/qstash/sdks/py/examples/schedules.md)
-- [URL Groups](https://upstash.com/docs/qstash/sdks/py/examples/url-groups.md)
-- [Getting Started](https://upstash.com/docs/qstash/sdks/py/gettingstarted.md)
-- [Overview](https://upstash.com/docs/qstash/sdks/py/overview.md)
-- [DLQ](https://upstash.com/docs/qstash/sdks/ts/examples/dlq.md)
-- [Flow Control](https://upstash.com/docs/qstash/sdks/ts/examples/flow-control.md)
-- [Logs](https://upstash.com/docs/qstash/sdks/ts/examples/logs.md)
-- [Messages](https://upstash.com/docs/qstash/sdks/ts/examples/messages.md)
-- [Overview](https://upstash.com/docs/qstash/sdks/ts/examples/overview.md)
-- [Publish](https://upstash.com/docs/qstash/sdks/ts/examples/publish.md)
-- [Queues](https://upstash.com/docs/qstash/sdks/ts/examples/queues.md)
-- [Receiver](https://upstash.com/docs/qstash/sdks/ts/examples/receiver.md)
-- [Schedules](https://upstash.com/docs/qstash/sdks/ts/examples/schedules.md)
-- [URL Groups](https://upstash.com/docs/qstash/sdks/ts/examples/url-groups.md)
-- [Getting Started](https://upstash.com/docs/qstash/sdks/ts/gettingstarted.md)
-- [Overview](https://upstash.com/docs/qstash/sdks/ts/overview.md)
+- [Use Cases](https://upstash.com/docs/qstash/overall/usecases.md): Explore common Upstash QStash use cases like scheduled Next.js jobs, resetting billing cycles, fanning out alerts, and delayed signup messages.
+- [AWS Lambda (Node)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/nodejs.md): Receive and verify QStash webhooks in a Node.js AWS Lambda function, deploying with the AWS CDK or manually using signature verification.
+- [AWS Lambda (Python)](https://upstash.com/docs/qstash/quickstarts/aws-lambda/python.md): Receive and verify QStash webhooks in a Python AWS Lambda function using PyJWT, then deploy and test the function on AWS.
+- [Cloudflare Workers](https://upstash.com/docs/qstash/quickstarts/cloudflare-workers.md): Receive and verify QStash webhooks in a Cloudflare Worker using the Upstash QStash SDK, with Worker-level and account-level secret setup.
+- [Deno Deploy](https://upstash.com/docs/qstash/quickstarts/deno-deploy.md): Receive and verify QStash webhooks in a Deno Deploy project using the Upstash QStash Receiver and your signing keys.
+- [Golang](https://upstash.com/docs/qstash/quickstarts/fly-io/go.md): Receive and verify QStash webhooks in a Go application deployed on Fly.io, using JWT signature verification with golang-jwt.
+- [Python on Vercel](https://upstash.com/docs/qstash/quickstarts/python-vercel.md): Use Upstash QStash to schedule a daily Python job on Vercel that cleans up your Redis database on a cron schedule.
+- [Next.js](https://upstash.com/docs/qstash/quickstarts/vercel-nextjs.md): Use Upstash QStash in Next.js to run reliable background jobs with automatic retries, publishing messages and verifying signatures on Vercel.
+- [Periodic Data Updates](https://upstash.com/docs/qstash/recipes/periodic-data-updates.md): Use QStash as a cron trigger for a Next.js API route that periodically fetches Bitcoin prices from an API and stores them in Redis.
+- [DLQ](https://upstash.com/docs/qstash/sdks/py/examples/dlq.md): Manage the QStash dead letter queue with the Python SDK by listing messages with cursor pagination, retrieving, and deleting DLQ messages.
+- [Events](https://upstash.com/docs/qstash/sdks/py/examples/events.md): List QStash events with cursor-based pagination using the Python SDK to track your published messages.
+- [Flow Control](https://upstash.com/docs/qstash/sdks/py/examples/flow-control.md): Manage QStash flow control keys with the Python SDK to inspect rate and parallelism, pause, resume, pin, unpin, and reset limits.
+- [Keys](https://upstash.com/docs/qstash/sdks/py/examples/keys.md): Retrieve and rotate your QStash signing keys with the Python SDK to verify incoming message signatures.
+- [Messages](https://upstash.com/docs/qstash/sdks/py/examples/messages.md): Retrieve, cancel, and bulk cancel in-flight QStash messages with the Python SDK.
+- [Overview](https://upstash.com/docs/qstash/sdks/py/examples/overview.md): Example usages of each method in the QStash Python SDK for publishing, scheduling, and managing messages.
+- [Publish](https://upstash.com/docs/qstash/sdks/py/examples/publish.md): Publish QStash messages with the Python SDK, adding delays, headers, callbacks, retries, deduplication, timeouts, and URL groups.
+- [Queues](https://upstash.com/docs/qstash/sdks/py/examples/queues.md): Create, configure, pause, resume, and delete QStash queues with parallelism using the Python SDK.
+- [Receiver](https://upstash.com/docs/qstash/sdks/py/examples/receiver.md): Verify QStash message signatures in your request handler using the Receiver helper in the Python SDK.
+- [Schedules](https://upstash.com/docs/qstash/sdks/py/examples/schedules.md): Create, list, get, pause, resume, and delete QStash cron schedules with the Python SDK, including callbacks and timeouts.
+- [URL Groups](https://upstash.com/docs/qstash/sdks/py/examples/url-groups.md): Create, list, and manage QStash URL groups and their endpoints for fan-out delivery using the Python SDK.
+- [Getting Started](https://upstash.com/docs/qstash/sdks/py/gettingstarted.md): Install the QStash Python SDK and start publishing messages with synchronous and asynchronous clients and configurable retries.
+- [Overview](https://upstash.com/docs/qstash/sdks/py/overview.md): The QStash Python SDK for publishing, scheduling, and managing messages, URL groups, DLQ, and signature verification.
+- [DLQ](https://upstash.com/docs/qstash/sdks/ts/examples/dlq.md): Manage the QStash dead letter queue with the TypeScript SDK by listing, filtering, deleting, and retrying DLQ messages.
+- [Flow Control](https://upstash.com/docs/qstash/sdks/ts/examples/flow-control.md): Manage QStash flow control keys with the TypeScript SDK to inspect rate and parallelism, pause, resume, pin, unpin, and reset limits.
+- [Logs](https://upstash.com/docs/qstash/sdks/ts/examples/logs.md): Retrieve QStash logs with the TypeScript SDK using cursor pagination, state filters, and message ID lookups.
+- [Messages](https://upstash.com/docs/qstash/sdks/ts/examples/messages.md): Retrieve, cancel, and bulk cancel in-flight QStash messages with filters using the TypeScript SDK.
+- [Overview](https://upstash.com/docs/qstash/sdks/ts/examples/overview.md): Example usages of each method in the QStash TypeScript SDK for publishing, scheduling, and managing messages.
+- [Publish](https://upstash.com/docs/qstash/sdks/ts/examples/publish.md): Publish QStash messages with the TypeScript SDK, adding delays, headers, callbacks, retries, deduplication, timeouts, and URL groups.
+- [Queues](https://upstash.com/docs/qstash/sdks/ts/examples/queues.md): Create, configure, pause, resume, and delete QStash queues with parallelism using the TypeScript SDK.
+- [Receiver](https://upstash.com/docs/qstash/sdks/ts/examples/receiver.md): Verify QStash message signatures in your request handler using the Receiver helper in the TypeScript SDK.
+- [Schedules](https://upstash.com/docs/qstash/sdks/ts/examples/schedules.md): Create, list, get, pause, resume, and delete QStash cron schedules with the TypeScript SDK, including callbacks and timeouts.
+- [URL Groups](https://upstash.com/docs/qstash/sdks/ts/examples/url-groups.md): Create, list, and manage QStash URL groups and their endpoints for fan-out delivery using the TypeScript SDK.
+- [Getting Started](https://upstash.com/docs/qstash/sdks/ts/gettingstarted.md): Install the QStash TypeScript SDK, configure the client and retries, and run a local dev server for testing.
+- [Overview](https://upstash.com/docs/qstash/sdks/ts/overview.md): The QStash TypeScript SDK for publishing, scheduling, and managing messages, URL groups, DLQ, and signature verification.
 - [Channels](https://upstash.com/docs/realtime/features/channels.md)
 - [Client-Side Usage](https://upstash.com/docs/realtime/features/client-side.md)
 - [History](https://upstash.com/docs/realtime/features/history.md)
@@ -266,59 +266,59 @@
 - [Deployment](https://upstash.com/docs/realtime/features/serverless.md)
 - [Pricing](https://upstash.com/docs/realtime/overall/pricing.md)
 - [Quickstart](https://upstash.com/docs/realtime/overall/quickstart.md)
-- [Auto Upgrade](https://upstash.com/docs/redis/features/auto-upgrade.md)
-- [Backup/Restore](https://upstash.com/docs/redis/features/backup.md)
-- [Consistency](https://upstash.com/docs/redis/features/consistency.md)
-- [Credential Protection](https://upstash.com/docs/redis/features/credential-protection.md)
+- [Auto Upgrade](https://upstash.com/docs/redis/features/auto-upgrade.md): Auto Upgrade automatically moves your Upstash Redis database to a higher plan when you hit bandwidth or storage limits, preventing throttling and downtime.
+- [Backup/Restore](https://upstash.com/docs/redis/features/backup.md): Create immediate or scheduled daily backups of your Upstash Redis database and restore data to any database in your account or team.
+- [Consistency](https://upstash.com/docs/redis/features/consistency.md): How Upstash Redis uses leader-based replication to provide eventual and causal consistency guarantees for reads and writes.
+- [Credential Protection](https://upstash.com/docs/redis/features/credential-protection.md): Credential Protection keeps Upstash Redis database credentials out of Upstash infrastructure, exposing them only once at generation for stronger security.
 - [Durable Storage](https://upstash.com/docs/redis/features/durability.md): This article explains the persistence provided by Upstash databases.
-- [Eviction](https://upstash.com/docs/redis/features/eviction.md)
-- [Global Database](https://upstash.com/docs/redis/features/globaldatabase.md)
+- [Eviction](https://upstash.com/docs/redis/features/eviction.md): Enable eviction on Upstash Redis to automatically remove older data when the maximum size limit is reached, ideal for caching workloads.
+- [Global Database](https://upstash.com/docs/redis/features/globaldatabase.md): Upstash Redis Global Database replicates data across multiple regions with a primary and read regions to deliver low read latency worldwide.
 - [Key-Based Locking](https://upstash.com/docs/redis/features/key-locking.md): Key-based locks for concurrent command execution
-- [Replication](https://upstash.com/docs/redis/features/replication.md)
-- [REST API](https://upstash.com/docs/redis/features/restapi.md)
-- [Security](https://upstash.com/docs/redis/features/security.md)
-- [Compliance](https://upstash.com/docs/redis/help/compliance.md)
-- [Frequently Asked Questions](https://upstash.com/docs/redis/help/faq.md)
-- [Integration with Third Parties & Partnerships](https://upstash.com/docs/redis/help/integration.md)
-- [Legal](https://upstash.com/docs/redis/help/legal.md)
-- [Managing Healthcare Data](https://upstash.com/docs/redis/help/managing-healthcare-data.md)
-- [Production Checklist](https://upstash.com/docs/redis/help/production-checklist.md)
-- [Shared Responsibility Model](https://upstash.com/docs/redis/help/shared-responsibility-model.md)
-- [Support & Contact Us](https://upstash.com/docs/redis/help/support.md)
-- [Uptime Monitor](https://upstash.com/docs/redis/help/uptime.md)
-- [Connect Your Client](https://upstash.com/docs/redis/howto/connect-client.md)
-- [Connect with @upstash/redis](https://upstash.com/docs/redis/howto/connect-with-upstash-redis.md)
-- [Datadog - Upstash Redis Integration](https://upstash.com/docs/redis/howto/datadog.md)
-- [EMQX - Upstash Redis Integration](https://upstash.com/docs/redis/howto/emqxintegration.md)
-- [Get Started with AWS Lambda](https://upstash.com/docs/redis/howto/getstartedawslambda.md)
-- [Get Started with Cloudflare Workers](https://upstash.com/docs/redis/howto/getstartedcloudflareworkers.md)
-- [Get Started with Google Cloud Functions](https://upstash.com/docs/redis/howto/getstartedgooglecloudfunctions.md)
-- [Import/Export Data](https://upstash.com/docs/redis/howto/importexport.md)
-- [ioredis note](https://upstash.com/docs/redis/howto/ioredisnote.md)
-- [Use IP Allowlist](https://upstash.com/docs/redis/howto/ipallowlist.md)
-- [Listen Keyspace Notifications](https://upstash.com/docs/redis/howto/keyspacenotifications.md)
-- [Metrics and Charts](https://upstash.com/docs/redis/howto/metrics-and-charts.md)
-- [Migrate Regional to Global Database](https://upstash.com/docs/redis/howto/migratefromregionaltoglobal.md)
-- [Monitor your usage](https://upstash.com/docs/redis/howto/monitoryourusage.md)
-- [Read Your Writes](https://upstash.com/docs/redis/howto/readyourwrites.md)
-- [Terraform Provider](https://upstash.com/docs/redis/howto/terraformprovider.md)
-- [Upgrade Your Database](https://upstash.com/docs/redis/howto/upgrade-database.md)
-- [Vercel - Upstash Redis Integration](https://upstash.com/docs/redis/howto/vercelintegration.md)
-- [BullMQ with Upstash Redis](https://upstash.com/docs/redis/integrations/bullmq.md)
-- [Celery with Upstash Redis](https://upstash.com/docs/redis/integrations/celery.md)
-- [DrizzleORM with Upstash Redis](https://upstash.com/docs/redis/integrations/drizzle.md)
+- [Replication](https://upstash.com/docs/redis/features/replication.md): How Upstash Redis replication uses primary and read replicas to deliver high availability, better scalability, and multi-zone resilience.
+- [REST API](https://upstash.com/docs/redis/features/restapi.md): Access Upstash Redis over HTTP with the REST API, including commands, pipelining, transactions, pub/sub, auth tokens, and response formats.
+- [Security](https://upstash.com/docs/redis/features/security.md): Secure your Upstash Redis database with TLS, Redis ACL, encryption at rest, IP allowlisting, VPC peering, and AWS Private Link.
+- [Compliance](https://upstash.com/docs/redis/help/compliance.md): Upstash Redis compliance details covering SOC 2, GDPR, HIPAA, and PCI, plus backups, encryption, and legal and security documents.
+- [Frequently Asked Questions](https://upstash.com/docs/redis/help/faq.md): Frequently asked questions about Upstash Redis covering serverless pricing, supported regions and clients, persistence, limits, and data safety.
+- [Integration with Third Parties & Partnerships](https://upstash.com/docs/redis/help/integration.md): Integrate Upstash into your platform with OAuth 2.0 so users can create and manage Redis, Vector, and QStash databases without leaving your app.
+- [Legal](https://upstash.com/docs/redis/help/legal.md): Upstash legal documents including the Terms of Service, Privacy Policy, and list of subcontractors.
+- [Managing Healthcare Data](https://upstash.com/docs/redis/help/managing-healthcare-data.md): Store and process Protected Health Information (PHI) on Upstash Redis with BAAs, HIPAA databases, encryption, MFA, and access controls.
+- [Production Checklist](https://upstash.com/docs/redis/help/production-checklist.md): Essential checklist to secure and optimize your Upstash Redis database for production, covering Prod Pack, backups, ACL, IP allowlist, and monitoring.
+- [Shared Responsibility Model](https://upstash.com/docs/redis/help/shared-responsibility-model.md): Understand the security and operational responsibilities split between Upstash and customers when running Upstash Redis in production.
+- [Support & Contact Us](https://upstash.com/docs/redis/help/support.md): Get help with Upstash Redis through the Discord community, email support, and professional support from the Upstash team.
+- [Uptime Monitor](https://upstash.com/docs/redis/help/uptime.md): Track Upstash Redis uptime and regional latencies using the Upstash status page and latency monitoring page.
+- [Connect Your Client](https://upstash.com/docs/redis/howto/connect-client.md): Connect to Upstash Redis from any language with code examples for @upstash/redis, ioredis, redis-py, Jedis, phpredis, and redigo.
+- [Connect with @upstash/redis](https://upstash.com/docs/redis/howto/connect-with-upstash-redis.md): Connect to Upstash Redis using the HTTP-based @upstash/redis client, ideal for serverless functions, Cloudflare Workers, and edge environments.
+- [Datadog - Upstash Redis Integration](https://upstash.com/docs/redis/howto/datadog.md): Connect your Datadog account to Upstash Redis to monitor Pro and Enterprise database metrics in your Datadog dashboards.
+- [EMQX - Upstash Redis Integration](https://upstash.com/docs/redis/howto/emqxintegration.md): Stream MQTT data from EMQX Cloud into Upstash Redis using data integration rules to store IoT temperature and humidity messages.
+- [Get Started with AWS Lambda](https://upstash.com/docs/redis/howto/getstartedawslambda.md): Connect an AWS Lambda function to Upstash Redis with a step-by-step Node.js tutorial, plus tips on serverless connection handling.
+- [Get Started with Cloudflare Workers](https://upstash.com/docs/redis/howto/getstartedcloudflareworkers.md): Build a Cloudflare Workers edge function that reads from Upstash Redis over REST to serve location-based greetings using @upstash/redis.
+- [Get Started with Google Cloud Functions](https://upstash.com/docs/redis/howto/getstartedgooglecloudfunctions.md): Deploy a Google Cloud Function that connects to Upstash Redis with ioredis to increment and return a page view counter.
+- [Import/Export Data](https://upstash.com/docs/redis/howto/importexport.md): Import data into Upstash Redis from a backup or RDB file, and export your database as an RDB file for backup or migration.
+- [ioredis note](https://upstash.com/docs/redis/howto/ioredisnote.md): Reusable note reminding you to copy the ioredis connection string from the Node tab in the Upstash Console.
+- [Use IP Allowlist](https://upstash.com/docs/redis/howto/ipallowlist.md): Restrict access to your Upstash Redis database by allowing connections only from specified IPv4 addresses or CIDR blocks.
+- [Listen Keyspace Notifications](https://upstash.com/docs/redis/howto/keyspacenotifications.md): Enable and listen for Upstash Redis keyspace and keyevent notifications over pubsub channels using the notify-keyspace-events config.
+- [Metrics and Charts](https://upstash.com/docs/redis/howto/metrics-and-charts.md): Understand the Upstash Console metrics and charts for Redis, including throughput, latency, data size, connections, keyspace, and hit rates.
+- [Migrate Regional to Global Database](https://upstash.com/docs/redis/howto/migratefromregionaltoglobal.md): Migrate your data from a legacy regional Upstash Redis database to a global database using backup and restore in the Upstash Console.
+- [Monitor your usage](https://upstash.com/docs/redis/howto/monitoryourusage.md): Use the Redis MONITOR command with ioredis to watch all requests processed by your Upstash Redis instance in real time.
+- [Read Your Writes](https://upstash.com/docs/redis/howto/readyourwrites.md): Ensure read-your-writes consistency in Upstash Redis using sync tokens, handled automatically by the TypeScript and Python SDKs or via REST headers.
+- [Terraform Provider](https://upstash.com/docs/redis/howto/terraformprovider.md): Use the Upstash Terraform provider to create and manage Redis databases as code and output their connection credentials.
+- [Upgrade Your Database](https://upstash.com/docs/redis/howto/upgrade-database.md): Upgrade your Upstash Redis database from the free tier to the pay-as-you-go plan by adding a payment method to raise usage limits.
+- [Vercel - Upstash Redis Integration](https://upstash.com/docs/redis/howto/vercelintegration.md): Integrate Upstash Redis, Vector, Search, or QStash with your Vercel project and inject connection credentials as environment variables.
+- [BullMQ with Upstash Redis](https://upstash.com/docs/redis/integrations/bullmq.md): Use BullMQ and Bull with Upstash Redis to run Node.js job queues, with install steps, a connection example, and billing optimization tips.
+- [Celery with Upstash Redis](https://upstash.com/docs/redis/integrations/celery.md): Use Celery with Upstash Redis as broker and result backend to build scalable, serverless Python task queues.
+- [DrizzleORM with Upstash Redis](https://upstash.com/docs/redis/integrations/drizzle.md): Cache Drizzle ORM queries with Upstash Redis using the upstashCache helper, with per-query and global caching plus automatic invalidation.
 - [Upstash MCP](https://upstash.com/docs/redis/integrations/mcp.md)
-- [n8n with Upstash Redis](https://upstash.com/docs/redis/integrations/n8n.md)
-- [Prometheus - Upstash Redis Integration](https://upstash.com/docs/redis/integrations/prometheus.md)
-- [Configure Upstash Ratelimit Strapi Plugin](https://upstash.com/docs/redis/integrations/ratelimit/strapi/configurations.md)
-- [Upstash Ratelimit Strapi Integration](https://upstash.com/docs/redis/integrations/ratelimit/strapi/getting-started.md)
-- [Replit Templates](https://upstash.com/docs/redis/integrations/replit-templates.md)
-- [Sidekiq with Upstash Redis](https://upstash.com/docs/redis/integrations/sidekiq.md)
+- [n8n with Upstash Redis](https://upstash.com/docs/redis/integrations/n8n.md): Connect an n8n Redis node to Upstash Redis to store data in automation workflows, with a step-by-step visit counter example.
+- [Prometheus - Upstash Redis Integration](https://upstash.com/docs/redis/integrations/prometheus.md): Monitor your Upstash Redis database with Prometheus and Grafana using the monitoring token, data source setup, and federation.
+- [Configure Upstash Ratelimit Strapi Plugin](https://upstash.com/docs/redis/integrations/ratelimit/strapi/configurations.md): Configure the Upstash Ratelimit Strapi plugin with rate limit algorithms, tokens, windows, identifier sources, and per-route strategies.
+- [Upstash Ratelimit Strapi Integration](https://upstash.com/docs/redis/integrations/ratelimit/strapi/getting-started.md): Protect your Strapi APIs from abuse with the Upstash Ratelimit plugin, powered by HTTP and Redis based rate limiting.
+- [Replit Templates](https://upstash.com/docs/redis/integrations/replit-templates.md): Explore Replit templates showcasing Upstash Redis and Vector for caching, rate limiting, real-time chat, RAG, and vector search.
+- [Sidekiq with Upstash Redis](https://upstash.com/docs/redis/integrations/sidekiq.md): Use Sidekiq with Upstash Redis to run Ruby background job queues, with a worker example and billing optimization tips.
 - [Pricing & Billing](https://upstash.com/docs/redis/overall/billing.md): How Upstash Redis pricing works — free tier, Pay-As-You-Go, and Fixed plans, with current limits and billing details.
-- [Changelog](https://upstash.com/docs/redis/overall/changelog.md)
-- [Compare](https://upstash.com/docs/redis/overall/compare.md)
-- [Redis® API Compatibility: supported commands, modules, and protocols](https://upstash.com/docs/redis/overall/compatibility.md)
-- [Prod Pack & Enterprise](https://upstash.com/docs/redis/overall/enterprise.md)
+- [Changelog](https://upstash.com/docs/redis/overall/changelog.md): Upstash Redis changelog tracking new commands, features, regions, and REST API updates over time.
+- [Compare](https://upstash.com/docs/redis/overall/compare.md): Compare Upstash Redis with ElastiCache, MemoryDB, Redis Labs, DynamoDB, and FaunaDB on serverless pricing, latency, and portability.
+- [Redis® API Compatibility: supported commands, modules, and protocols](https://upstash.com/docs/redis/overall/compatibility.md): Upstash Redis API compatibility reference listing supported Redis commands, modules, and protocols across native TCP and REST.
+- [Prod Pack & Enterprise](https://upstash.com/docs/redis/overall/enterprise.md): Upstash Redis Prod Pack and Enterprise plans add uptime SLA, SOC 2, multi-zone HA, encryption, monitoring, SSO, and custom limits.
 - [Getting Started](https://upstash.com/docs/redis/overall/getstarted.md): Create an Upstash Redis database in seconds
 - [llms.txt](https://upstash.com/docs/redis/overall/llms-txt.md)
 - [Pricing & Limits](https://upstash.com/docs/redis/overall/pricing.md)
@@ -326,37 +326,37 @@
 - [Python SDK](https://upstash.com/docs/redis/overall/pythonredis.md)
 - [Rate Limit SDK](https://upstash.com/docs/redis/overall/ratelimit.md)
 - [Typescript SDK](https://upstash.com/docs/redis/overall/redis.md)
-- [Use Cases](https://upstash.com/docs/redis/overall/usecases.md)
-- [AWS Lambda](https://upstash.com/docs/redis/quickstarts/aws-lambda.md)
-- [Azure Functions](https://upstash.com/docs/redis/quickstarts/azure-functions.md)
-- [Cloudflare Workers](https://upstash.com/docs/redis/quickstarts/cloudflareworkers.md)
-- [Deno Deploy](https://upstash.com/docs/redis/quickstarts/deno-deploy.md)
-- [DigitalOcean](https://upstash.com/docs/redis/quickstarts/digitalocean.md)
-- [Django](https://upstash.com/docs/redis/quickstarts/django.md)
+- [Use Cases](https://upstash.com/docs/redis/overall/usecases.md): Common Upstash Redis use cases including caching, rate limiting, queues, pub/sub, leaderboards, full-text search, and AI agent memory.
+- [AWS Lambda](https://upstash.com/docs/redis/quickstarts/aws-lambda.md): Connect Upstash Redis to an AWS Lambda function deployed with the AWS CDK in TypeScript.
+- [Azure Functions](https://upstash.com/docs/redis/quickstarts/azure-functions.md): Build a serverless Azure Function that reads and writes data using an Upstash Redis database.
+- [Cloudflare Workers](https://upstash.com/docs/redis/quickstarts/cloudflareworkers.md): Use Upstash Redis from a Cloudflare Workers edge function for low-latency key-value access worldwide.
+- [Deno Deploy](https://upstash.com/docs/redis/quickstarts/deno-deploy.md): Build a page view counter on Deno Deploy backed by an Upstash Redis database.
+- [DigitalOcean](https://upstash.com/docs/redis/quickstarts/digitalocean.md): Connect Upstash Redis to your DigitalOcean apps and migrate off the deprecated DigitalOcean integration.
+- [Django](https://upstash.com/docs/redis/quickstarts/django.md): Build a Django web app in Python that increments an Upstash Redis counter on every homepage visit.
 - [Elixir](https://upstash.com/docs/redis/quickstarts/elixir.md): Tutorial on Using Upstash Redis In Your Phoenix App and Deploying it on Fly.
-- [FastAPI](https://upstash.com/docs/redis/quickstarts/fastapi.md)
-- [Fastly](https://upstash.com/docs/redis/quickstarts/fastlycompute.md)
-- [Flask](https://upstash.com/docs/redis/quickstarts/flask.md)
-- [Fly.io](https://upstash.com/docs/redis/quickstarts/fly.md)
-- [Google Cloud Functions](https://upstash.com/docs/redis/quickstarts/google-cloud-functions.md)
-- [Ion](https://upstash.com/docs/redis/quickstarts/ion.md)
-- [ioredis note](https://upstash.com/docs/redis/quickstarts/ioredisnote.md)
-- [Koyeb](https://upstash.com/docs/redis/quickstarts/koyeb.md)
-- [Laravel](https://upstash.com/docs/redis/quickstarts/laravel.md)
-- [App Router](https://upstash.com/docs/redis/quickstarts/nextjs-app-router.md)
-- [Pages Router](https://upstash.com/docs/redis/quickstarts/nextjs-pages-router.md)
-- [ AWS Lambda](https://upstash.com/docs/redis/quickstarts/python-aws-lambda.md)
-- [SST v2](https://upstash.com/docs/redis/quickstarts/sst-v2.md)
-- [Supabase Functions](https://upstash.com/docs/redis/quickstarts/supabase.md)
-- [App Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-app-router.md)
-- [Pages Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-pages-router.md)
-- [Vercel Python Runtime](https://upstash.com/docs/redis/quickstarts/vercel-python-runtime.md)
+- [FastAPI](https://upstash.com/docs/redis/quickstarts/fastapi.md): Build a FastAPI application in Python that stores and retrieves data using Upstash Redis.
+- [Fastly](https://upstash.com/docs/redis/quickstarts/fastlycompute.md): Use Upstash Redis from a Fastly Compute edge application for fast, global key-value storage.
+- [Flask](https://upstash.com/docs/redis/quickstarts/flask.md): Build a Flask web app in Python that increments an Upstash Redis counter on each homepage visit.
+- [Fly.io](https://upstash.com/docs/redis/quickstarts/fly.md): Connect Upstash Redis to applications running on the Fly.io platform for global key-value storage.
+- [Google Cloud Functions](https://upstash.com/docs/redis/quickstarts/google-cloud-functions.md): Build a serverless Google Cloud Function that reads and writes data using Upstash Redis.
+- [Ion](https://upstash.com/docs/redis/quickstarts/ion.md): Provision and use Upstash Redis in an SST Ion app deployed to AWS with TypeScript.
+- [ioredis note](https://upstash.com/docs/redis/quickstarts/ioredisnote.md): Connect to Upstash Redis with ioredis using the connection string from the Node tab in the console.
+- [Koyeb](https://upstash.com/docs/redis/quickstarts/koyeb.md): Connect an Upstash Redis database as a cache to a Node.js application deployed on Koyeb.
+- [Laravel](https://upstash.com/docs/redis/quickstarts/laravel.md): Use Upstash Redis as the cache and data store for a PHP Laravel application.
+- [App Router](https://upstash.com/docs/redis/quickstarts/nextjs-app-router.md): Add Upstash Redis to a Next.js 15 App Router project with the @upstash/redis client.
+- [Pages Router](https://upstash.com/docs/redis/quickstarts/nextjs-pages-router.md): Add Upstash Redis to a Next.js Pages Router project with the @upstash/redis client.
+- [ AWS Lambda](https://upstash.com/docs/redis/quickstarts/python-aws-lambda.md): Connect Upstash Redis to a Python AWS Lambda function deployed with the AWS CDK.
+- [SST v2](https://upstash.com/docs/redis/quickstarts/sst-v2.md): Provision and use Upstash Redis in an SST v2 app deployed to AWS with TypeScript.
+- [Supabase Functions](https://upstash.com/docs/redis/quickstarts/supabase.md): Use Upstash Redis in a Supabase Edge Function to track invocation counts per region with a Redis hash.
+- [App Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-app-router.md): Use Upstash Redis in Vercel Functions with a Next.js App Router app and the @upstash/redis client.
+- [Pages Router](https://upstash.com/docs/redis/quickstarts/vercel-functions-pages-router.md): Use Upstash Redis in Vercel Serverless Functions with a Next.js Pages Router app.
+- [Vercel Python Runtime](https://upstash.com/docs/redis/quickstarts/vercel-python-runtime.md): Use Upstash Redis with the Vercel Python runtime in a Django app, adaptable to Flask or FastAPI.
 - [Agent Analytics](https://upstash.com/docs/redis/sdks/agent-analytics.md)
 - [Vercel AI SDK Memory, RAG & Chat History with Redis](https://upstash.com/docs/redis/sdks/agentkit/ai-sdk.md): Add long-term memory, RAG, and chat history to the Vercel AI SDK with Upstash Redis — drop-in tools for generateText and streamText, no separate vector database.
 - [Vercel AI SDK Memory, RAG & Chat History with Redis](https://upstash.com/docs/redis/sdks/agentkit/ai-sdk.md): Add long-term memory, RAG, and chat history to the Vercel AI SDK with Upstash Redis — drop-in tools for generateText and streamText, no separate vector database.
 - [Memory, RAG, Rate Limiting & Sandboxes for the Vercel Eve Agent Framework](https://upstash.com/docs/redis/sdks/agentkit/eve.md): Add long-term memory, RAG, rate limiting, tool caching, and sandboxes to Vercel's Eve agent framework with Upstash Redis — no separate vector database.
 - [Memory, RAG, Rate Limiting & Sandboxes for the Vercel Eve Agent Framework](https://upstash.com/docs/redis/sdks/agentkit/eve.md): Add long-term memory, RAG, rate limiting, tool caching, and sandboxes to Vercel's Eve agent framework with Upstash Redis — no separate vector database.
-- [ECHO](https://upstash.com/docs/redis/sdks/py/commands/auth/echo.md)
+- [ECHO](https://upstash.com/docs/redis/sdks/py/commands/auth/echo.md): Echo a message back from the server with the ECHO command in the Upstash Redis Python SDK, useful for debugging your connection.
 - [PING](https://upstash.com/docs/redis/sdks/py/commands/auth/ping.md): Send a ping to the server and get a response if the server is alive.
 - [BITCOUNT](https://upstash.com/docs/redis/sdks/py/commands/bitmap/bitcount.md): Count the number of set bits.
 - [BITFIELD](https://upstash.com/docs/redis/sdks/py/commands/bitmap/bitfield.md): Sets or gets parts of a bitfield
@@ -458,8 +458,8 @@
 - [SCRIPT FLUSH](https://upstash.com/docs/redis/sdks/py/commands/scripts/script_flush.md): Removes all scripts from the script cache.
 - [SCRIPT LOAD](https://upstash.com/docs/redis/sdks/py/commands/scripts/script_load.md): Load the specified Lua script into the script cache.
 - [DBSIZE](https://upstash.com/docs/redis/sdks/py/commands/server/dbsize.md): Count the number of keys in the database.
-- [FLUSHALL](https://upstash.com/docs/redis/sdks/py/commands/server/flushall.md)
-- [FLUSHDB](https://upstash.com/docs/redis/sdks/py/commands/server/flushdb.md)
+- [FLUSHALL](https://upstash.com/docs/redis/sdks/py/commands/server/flushall.md): Delete all keys across every database with the FLUSHALL command in the Upstash Redis Python SDK, using sync or async execution.
+- [FLUSHDB](https://upstash.com/docs/redis/sdks/py/commands/server/flushdb.md): Delete all keys in the selected database with the FLUSHDB command in the Upstash Redis Python SDK, using sync or async execution.
 - [SADD](https://upstash.com/docs/redis/sdks/py/commands/set/sadd.md): Adds one or more members to a set.
 - [SCARD](https://upstash.com/docs/redis/sdks/py/commands/set/scard.md): Return how many members are in a set
 - [SDIFF](https://upstash.com/docs/redis/sdks/py/commands/set/sdiff.md): Return the difference between sets
@@ -537,26 +537,26 @@
 - [ZSCORE](https://upstash.com/docs/redis/sdks/py/commands/zset/zscore.md): Returns the scores of a member.
 - [ZINTER](https://upstash.com/docs/redis/sdks/py/commands/zset/zunion.md): Returns the intersection between sets.
 - [ZUNIONSTORE](https://upstash.com/docs/redis/sdks/py/commands/zset/zunionstore.md): Writes the union between sets to a new key.
-- [Features](https://upstash.com/docs/redis/sdks/py/features.md)
-- [Getting Started](https://upstash.com/docs/redis/sdks/py/gettingstarted.md)
-- [Overview](https://upstash.com/docs/redis/sdks/py/overview.md)
-- [Ratelimiting Algorithms](https://upstash.com/docs/redis/sdks/ratelimit-py/algorithms.md)
-- [Features](https://upstash.com/docs/redis/sdks/ratelimit-py/features.md)
-- [Getting Started](https://upstash.com/docs/redis/sdks/ratelimit-py/gettingstarted.md)
-- [Overview](https://upstash.com/docs/redis/sdks/ratelimit-py/overview.md)
-- [Ratelimiting Algorithms](https://upstash.com/docs/redis/sdks/ratelimit-ts/algorithms.md)
-- [Costs](https://upstash.com/docs/redis/sdks/ratelimit-ts/costs.md)
-- [Features](https://upstash.com/docs/redis/sdks/ratelimit-ts/features.md)
-- [Getting Started](https://upstash.com/docs/redis/sdks/ratelimit-ts/gettingstarted.md)
-- [Configure Upstash Ratelimit Strapi Plugin](https://upstash.com/docs/redis/sdks/ratelimit-ts/integrations/strapi/configurations.md)
-- [Upstash Ratelimit Strapi Integration](https://upstash.com/docs/redis/sdks/ratelimit-ts/integrations/strapi/getting-started.md)
-- [Methods](https://upstash.com/docs/redis/sdks/ratelimit-ts/methods.md)
-- [Overview](https://upstash.com/docs/redis/sdks/ratelimit-ts/overview.md)
-- [Traffic Protection](https://upstash.com/docs/redis/sdks/ratelimit-ts/traffic-protection.md)
+- [Features](https://upstash.com/docs/redis/sdks/py/features.md): Explore upstash-redis Python SDK features including BITFIELD, custom commands, REST encoding, retries, pipelines, transactions, and telemetry.
+- [Getting Started](https://upstash.com/docs/redis/sdks/py/gettingstarted.md): Install the upstash-redis Python SDK and connect a sync or async client to your Upstash Redis database to start running commands.
+- [Overview](https://upstash.com/docs/redis/sdks/py/overview.md): upstash-redis is a connectionless, HTTP-based Redis client for Python built for serverless environments like AWS Lambda and Vercel.
+- [Ratelimiting Algorithms](https://upstash.com/docs/redis/sdks/ratelimit-py/algorithms.md): Compare fixed window, sliding window, and token bucket rate limiting algorithms in the Upstash Ratelimit Python SDK.
+- [Features](https://upstash.com/docs/redis/sdks/ratelimit-py/features.md): Use advanced Upstash Ratelimit Python features like block until ready, multiple limits per user tier, and custom token rates.
+- [Getting Started](https://upstash.com/docs/redis/sdks/ratelimit-py/gettingstarted.md): Install upstash-ratelimit for Python and add Redis-backed rate limiting to your serverless app in a few lines of code.
+- [Overview](https://upstash.com/docs/redis/sdks/ratelimit-py/overview.md): upstash-ratelimit is a connectionless rate limiting library for Python built for serverless environments like AWS Lambda and Vercel.
+- [Ratelimiting Algorithms](https://upstash.com/docs/redis/sdks/ratelimit-ts/algorithms.md): Compare fixed window, sliding window, and token bucket rate limiting algorithms in the Upstash Ratelimit TypeScript SDK.
+- [Costs](https://upstash.com/docs/redis/sdks/ratelimit-ts/costs.md): Understand the Redis command cost of each Upstash Ratelimit algorithm, method, deny list, and analytics to optimize latency and spend.
+- [Features](https://upstash.com/docs/redis/sdks/ratelimit-ts/features.md): Configure Upstash Ratelimit features like caching, timeouts, analytics, multi-region, multiple limits, custom rates, and dynamic limits.
+- [Getting Started](https://upstash.com/docs/redis/sdks/ratelimit-ts/gettingstarted.md): Install @upstash/ratelimit and protect your API endpoints with Upstash Redis-backed rate limiting in TypeScript in a few steps.
+- [Configure Upstash Ratelimit Strapi Plugin](https://upstash.com/docs/redis/sdks/ratelimit-ts/integrations/strapi/configurations.md): Configure the Upstash Ratelimit Strapi plugin with per-route algorithms, rates, identifiers, and analytics for your Strapi API.
+- [Upstash Ratelimit Strapi Integration](https://upstash.com/docs/redis/sdks/ratelimit-ts/integrations/strapi/getting-started.md): Install and configure the Upstash Ratelimit Strapi plugin to protect your Strapi CMS APIs from abuse with Redis-backed rate limiting.
+- [Methods](https://upstash.com/docs/redis/sdks/ratelimit-ts/methods.md): Reference for Upstash Ratelimit methods including limit, blockUntilReady, resetUsedTokens, getRemaining, and dynamic limit controls.
+- [Overview](https://upstash.com/docs/redis/sdks/ratelimit-ts/overview.md): @upstash/ratelimit is a connectionless, HTTP-based rate limiting library for serverless, edge, and Cloudflare Workers environments.
+- [Traffic Protection](https://upstash.com/docs/redis/sdks/ratelimit-ts/traffic-protection.md): Block malicious traffic with Upstash Ratelimit deny lists and the auto IP deny list, filtering by IP, country, user agent, or identifier.
 - [Realtime](https://upstash.com/docs/redis/sdks/realtime.md)
 - [Redis Analytics](https://upstash.com/docs/redis/sdks/redis-analytics.md)
-- [Advanced](https://upstash.com/docs/redis/sdks/ts/advanced.md)
-- [ECHO](https://upstash.com/docs/redis/sdks/ts/commands/auth/echo.md)
+- [Advanced](https://upstash.com/docs/redis/sdks/ts/advanced.md): Fine-tune the @upstash/redis TypeScript SDK with serialization, keep-alive connections, request timeouts, and telemetry options.
+- [ECHO](https://upstash.com/docs/redis/sdks/ts/commands/auth/echo.md): Echo a message back from the server with the ECHO command in the Upstash Redis TypeScript SDK, useful for debugging your connection.
 - [PING](https://upstash.com/docs/redis/sdks/ts/commands/auth/ping.md): Send a ping to the server and get a response if the server is alive.
 - [BITCOUNT](https://upstash.com/docs/redis/sdks/ts/commands/bitmap/bitcount.md): Count the number of set bits.
 - [BITOP](https://upstash.com/docs/redis/sdks/ts/commands/bitmap/bitop.md): Perform bitwise operations between strings.
@@ -664,8 +664,8 @@
 - [SCRIPT FLUSH](https://upstash.com/docs/redis/sdks/ts/commands/scripts/script_flush.md): Removes all scripts from the script cache.
 - [SCRIPT LOAD](https://upstash.com/docs/redis/sdks/ts/commands/scripts/script_load.md): Load the specified Lua script into the script cache.
 - [DBSIZE](https://upstash.com/docs/redis/sdks/ts/commands/server/dbsize.md): Count the number of keys in the database.
-- [FLUSHALL](https://upstash.com/docs/redis/sdks/ts/commands/server/flushall.md)
-- [FLUSHDB](https://upstash.com/docs/redis/sdks/ts/commands/server/flushdb.md)
+- [FLUSHALL](https://upstash.com/docs/redis/sdks/ts/commands/server/flushall.md): Delete all keys across every database with the FLUSHALL command in the Upstash Redis TypeScript SDK, using sync or async execution.
+- [FLUSHDB](https://upstash.com/docs/redis/sdks/ts/commands/server/flushdb.md): Delete all keys in the selected database with the FLUSHDB command in the Upstash Redis TypeScript SDK, using sync or async execution.
 - [SADD](https://upstash.com/docs/redis/sdks/ts/commands/set/sadd.md): Adds one or more members to a set.
 - [SCARD](https://upstash.com/docs/redis/sdks/ts/commands/set/scard.md): Return how many members are in a set
 - [SDIFF](https://upstash.com/docs/redis/sdks/ts/commands/set/sdiff.md): Return the difference between sets
@@ -698,7 +698,7 @@
 - [XREADGROUP](https://upstash.com/docs/redis/sdks/ts/commands/stream/xreadgroup.md): Reads data from a stream as part of a consumer group.
 - [XREVRANGE](https://upstash.com/docs/redis/sdks/ts/commands/stream/xrevrange.md): Returns stream entries matching a given range of IDs in reverse order.
 - [XTRIM](https://upstash.com/docs/redis/sdks/ts/commands/stream/xtrim.md): Trims the stream by removing entries to keep it at a reasonable size.
-- [String Commands](https://upstash.com/docs/redis/sdks/ts/commands/string.md)
+- [String Commands](https://upstash.com/docs/redis/sdks/ts/commands/string.md): Work with Redis string commands like MGET, MSET, SET, and SETEX in the Upstash Redis TypeScript SDK.
 - [APPEND](https://upstash.com/docs/redis/sdks/ts/commands/string/append.md): Append a value to a string stored at key.
 - [DECR](https://upstash.com/docs/redis/sdks/ts/commands/string/decr.md): Decrement the integer value of a key by one
 - [DECRBY](https://upstash.com/docs/redis/sdks/ts/commands/string/decrby.md): Decrement the integer value of a key by a given number.
@@ -736,107 +736,107 @@
 - [ZSCAN](https://upstash.com/docs/redis/sdks/ts/commands/zset/zscan.md): Scan a sorted set
 - [ZSCORE](https://upstash.com/docs/redis/sdks/ts/commands/zset/zscore.md): Returns the scores of a member.
 - [ZUNIONSTORE](https://upstash.com/docs/redis/sdks/ts/commands/zset/zunionstore.md): Writes the union between sets to a new key.
-- [Deployment](https://upstash.com/docs/redis/sdks/ts/deployment.md)
-- [Developing or Testing](https://upstash.com/docs/redis/sdks/ts/developing.md)
-- [Get Started](https://upstash.com/docs/redis/sdks/ts/getstarted.md)
-- [Overview](https://upstash.com/docs/redis/sdks/ts/overview.md)
-- [Auto-Pipelining](https://upstash.com/docs/redis/sdks/ts/pipelining/auto-pipeline.md)
-- [Pipeline & Transaction](https://upstash.com/docs/redis/sdks/ts/pipelining/pipeline-transaction.md)
-- [Retries](https://upstash.com/docs/redis/sdks/ts/retries.md)
-- [Troubleshooting](https://upstash.com/docs/redis/sdks/ts/troubleshooting.md)
+- [Deployment](https://upstash.com/docs/redis/sdks/ts/deployment.md): Deploy @upstash/redis on Node.js, Cloudflare Workers, Fastly Compute@Edge, and Deno with the correct imports and environment setup.
+- [Developing or Testing](https://upstash.com/docs/redis/sdks/ts/developing.md): Develop and test @upstash/redis locally with Serverless Redis HTTP (SRH), a Redis HTTP proxy for CI, Docker, and Kubernetes.
+- [Get Started](https://upstash.com/docs/redis/sdks/ts/getstarted.md): Install the @upstash/redis TypeScript SDK and run your first commands on strings, sets, lists, and hashes against Upstash Redis.
+- [Overview](https://upstash.com/docs/redis/sdks/ts/overview.md): @upstash/redis is a connectionless, HTTP/REST-based Redis client for serverless, edge, and Cloudflare Workers environments.
+- [Auto-Pipelining](https://upstash.com/docs/redis/sdks/ts/pipelining/auto-pipeline.md): Batch Redis commands automatically with auto-pipelining in the @upstash/redis TypeScript SDK to reduce HTTP requests and latency.
+- [Pipeline & Transaction](https://upstash.com/docs/redis/sdks/ts/pipelining/pipeline-transaction.md): Send multiple Redis commands in one request using pipelines and atomic transactions with the @upstash/redis TypeScript SDK.
+- [Retries](https://upstash.com/docs/redis/sdks/ts/retries.md): Configure automatic retries and custom backoff for network errors in the @upstash/redis TypeScript SDK constructor.
+- [Troubleshooting](https://upstash.com/docs/redis/sdks/ts/troubleshooting.md): Fix common @upstash/redis issues like missing fetch, base64-hashed responses, and large numbers returned as strings.
 - [ioredis](https://upstash.com/docs/redis/search/adapters/ioredis.md): Use Redis Search with ioredis via the @upstash/search-ioredis adapter
 - [node-redis](https://upstash.com/docs/redis/search/adapters/node-redis.md): Use Redis Search with node-redis via the @upstash/search-redis adapter
-- [$dateHistogram](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/date-histogram.md)
-- [$facet](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/facet.md)
-- [$histogram](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/histogram.md)
-- [Overview](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/overview.md)
-- [$range](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/range.md)
-- [$terms](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/terms.md)
-- [$avg](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/avg.md)
-- [$cardinality](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/cardinality.md)
-- [$count](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/count.md)
-- [$extendedStats](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/extended-stats.md)
-- [$max](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/max.md)
-- [$min](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/min.md)
-- [Overview](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/overview.md)
-- [$percentiles](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/percentiles.md)
-- [$stats](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/stats.md)
-- [$sum](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/sum.md)
-- [Aggregations](https://upstash.com/docs/redis/search/aggregations.md)
-- [Aliases](https://upstash.com/docs/redis/search/aliases.md)
-- [Command Reference](https://upstash.com/docs/redis/search/command-reference.md)
-- [Counting](https://upstash.com/docs/redis/search/counting.md)
-- [Document Updates](https://upstash.com/docs/redis/search/document-updates.md)
-- [Quickstart](https://upstash.com/docs/redis/search/getting-started.md)
-- [Indices](https://upstash.com/docs/redis/search/index-management.md)
-- [Introduction](https://upstash.com/docs/redis/search/introduction.md)
-- [$boost](https://upstash.com/docs/redis/search/query-operators/boolean-operators/boost.md)
-- [$must](https://upstash.com/docs/redis/search/query-operators/boolean-operators/must.md)
-- [$mustNot](https://upstash.com/docs/redis/search/query-operators/boolean-operators/must-not.md)
-- [Overview](https://upstash.com/docs/redis/search/query-operators/boolean-operators/overview.md)
-- [$should](https://upstash.com/docs/redis/search/query-operators/boolean-operators/should.md)
-- [$boost](https://upstash.com/docs/redis/search/query-operators/field-operators/boost.md)
-- [$eq](https://upstash.com/docs/redis/search/query-operators/field-operators/eq.md)
-- [$fuzzy](https://upstash.com/docs/redis/search/query-operators/field-operators/fuzzy.md)
-- [$in](https://upstash.com/docs/redis/search/query-operators/field-operators/in.md)
-- [Overview](https://upstash.com/docs/redis/search/query-operators/field-operators/overview.md)
-- [$phrase](https://upstash.com/docs/redis/search/query-operators/field-operators/phrase.md)
-- [Range Operators](https://upstash.com/docs/redis/search/query-operators/field-operators/range-operators.md)
-- [$regex](https://upstash.com/docs/redis/search/query-operators/field-operators/regex.md)
-- [Smart Matching](https://upstash.com/docs/redis/search/query-operators/field-operators/smart-matching.md)
-- [Queries](https://upstash.com/docs/redis/search/querying.md)
-- [Blog Search](https://upstash.com/docs/redis/search/recipes/blog-search.md)
-- [E-commerce Search](https://upstash.com/docs/redis/search/recipes/e-commerce-search.md)
-- [Overview](https://upstash.com/docs/redis/search/recipes/overview.md)
-- [User Directory](https://upstash.com/docs/redis/search/recipes/user-directory.md)
-- [Schemas](https://upstash.com/docs/redis/search/schema-definition.md)
-- [Troubleshooting](https://upstash.com/docs/redis/search/troubleshooting.md)
-- [Unexpected Increase in Command Count](https://upstash.com/docs/redis/troubleshooting/command_count_increases_unexpectedly.md)
-- [ERR DB capacity quota exceeded](https://upstash.com/docs/redis/troubleshooting/db_capacity_quota_exceeded.md)
-- [Error read ECONNRESET](https://upstash.com/docs/redis/troubleshooting/econn_reset.md)
-- [WRONGPASS invalid or missing auth token](https://upstash.com/docs/redis/troubleshooting/http_unauthorized.md)
-- [ERR max concurrent connections exceeded](https://upstash.com/docs/redis/troubleshooting/max_concurrent_connections.md)
-- [ERR max daily request limit exceeded](https://upstash.com/docs/redis/troubleshooting/max_daily_request_limit.md)
-- [ERR max key size exceeded](https://upstash.com/docs/redis/troubleshooting/max_key_size_exceeded.md)
-- [ERR max single record size exceeded](https://upstash.com/docs/redis/troubleshooting/max_record_size_exceeded.md)
-- [ERR max request size exceeded](https://upstash.com/docs/redis/troubleshooting/max_request_size_exceeded.md)
-- [ERR max requests limit exceeded](https://upstash.com/docs/redis/troubleshooting/max_requests_limit.md)
-- [NOAUTH Authentication Required](https://upstash.com/docs/redis/troubleshooting/no_auth.md)
-- [Connecting with Read-Only Access](https://upstash.com/docs/redis/troubleshooting/readonly_connection.md)
-- [ERR XReadGroup is cancelled](https://upstash.com/docs/redis/troubleshooting/stream_pel_limit.md)
+- [$dateHistogram](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/date-histogram.md): Group DATE fields into fixed time buckets with the $dateHistogram aggregation for time-series analytics in Upstash Redis Search.
+- [$facet](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/facet.md): Build hierarchical bucket trees from FACET field paths with the $facet aggregation for drill-down category navigation in Upstash Redis Search.
+- [$histogram](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/histogram.md): Group numeric values into fixed-width interval buckets with the $histogram aggregation for distribution charts in Upstash Redis Search.
+- [Overview](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/overview.md): Group documents into buckets with $terms, $range, $histogram, $dateHistogram, and $facet aggregations for segmented analytics in Upstash Redis Search.
+- [$range](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/range.md): Group documents into custom from/to range buckets with the $range aggregation for pricing tiers and business-logic ranges in Upstash Redis Search.
+- [$terms](https://upstash.com/docs/redis/search/aggregation-operators/bucket-aggregations/terms.md): Group documents by distinct field values with the $terms aggregation, controlling size, ordering, and count accuracy in Upstash Redis Search.
+- [$avg](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/avg.md): Compute the arithmetic mean of a numeric field across matching documents with the $avg metric aggregation in Upstash Redis Search.
+- [$cardinality](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/cardinality.md): Count the number of distinct values in a field with the $cardinality metric aggregation in Upstash Redis Search.
+- [$count](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/count.md): Count how many documents contribute a value for a field with the $count metric aggregation in Upstash Redis Search.
+- [$extendedStats](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/extended-stats.md): Compute count, sum, min, max, avg plus variance and standard deviation for a field with the $extendedStats aggregation in Upstash Redis Search.
+- [$max](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/max.md): Return the maximum field value across matching documents with the $max metric aggregation in Upstash Redis Search.
+- [$min](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/min.md): Return the minimum field value across matching documents with the $min metric aggregation in Upstash Redis Search.
+- [Overview](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/overview.md): Compute summary metrics like avg, sum, min, max, count, cardinality, stats, and percentiles over matched documents in Upstash Redis Search.
+- [$percentiles](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/percentiles.md): Return percentile cut points for a field to analyze value distribution with the $percentiles metric aggregation in Upstash Redis Search.
+- [$stats](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/stats.md): Compute count, sum, min, max, and avg for a field in a single pass with the $stats metric aggregation in Upstash Redis Search.
+- [$sum](https://upstash.com/docs/redis/search/aggregation-operators/metric-aggregations/sum.md): Compute the total of a numeric field across matching documents with the $sum metric aggregation in Upstash Redis Search.
+- [Aggregations](https://upstash.com/docs/redis/search/aggregations.md): Compute analytics over indexed data with metric and bucket aggregations, from averages and sums to terms, ranges, and histograms in Upstash Redis Search.
+- [Aliases](https://upstash.com/docs/redis/search/aliases.md): Create alternative names for search indices and atomically swap them for zero-downtime reindexing in Upstash Redis Search.
+- [Command Reference](https://upstash.com/docs/redis/search/command-reference.md): Complete reference of all Upstash Redis Search SEARCH.* commands, their syntax, arguments, and return values.
+- [Counting](https://upstash.com/docs/redis/search/counting.md): Count documents matching a query without retrieving them using the SEARCH.COUNT command in Upstash Redis Search.
+- [Document Updates](https://upstash.com/docs/redis/search/document-updates.md): Keep your search index in sync automatically using regular Redis write commands, with no separate update command in Upstash Redis Search.
+- [Quickstart](https://upstash.com/docs/redis/search/getting-started.md): Create an index, add documents, and run your first full-text query with Upstash Redis Search using TypeScript or Python.
+- [Indices](https://upstash.com/docs/redis/search/index-management.md): Create and manage search indices with a name, key prefix, and schema for fast full-text search and filtering in Upstash Redis Search.
+- [Introduction](https://upstash.com/docs/redis/search/introduction.md): Search JSON, Hashes, and Strings in Redis with Upstash Redis Search, a fast full-text and vector search engine built on Rust-based Tantivy.
+- [$boost](https://upstash.com/docs/redis/search/query-operators/boolean-operators/boost.md): Adjust the relevance score contribution of a boolean clause to fine-tune result ranking with the $boost operator in Upstash Redis Search.
+- [$must](https://upstash.com/docs/redis/search/query-operators/boolean-operators/must.md): Require all specified conditions to match with the $must boolean operator, implementing logical AND queries in Upstash Redis Search.
+- [$mustNot](https://upstash.com/docs/redis/search/query-operators/boolean-operators/must-not.md): Exclude documents that match any of the specified conditions with the $mustNot boolean operator in Upstash Redis Search.
+- [Overview](https://upstash.com/docs/redis/search/query-operators/boolean-operators/overview.md): Combine conditions into complex queries with the $must, $should, $mustNot, and $boost boolean operators in Upstash Redis Search.
+- [$should](https://upstash.com/docs/redis/search/query-operators/boolean-operators/should.md): Match at least one condition as a logical OR, or boost scores when combined with $must, using the $should boolean operator in Upstash Redis Search.
+- [$boost](https://upstash.com/docs/redis/search/query-operators/field-operators/boost.md): Adjust the relevance score contribution of a field match to prioritize certain matches in result ranking with the $boost operator in Upstash Redis Search.
+- [$eq](https://upstash.com/docs/redis/search/query-operators/field-operators/eq.md): Perform explicit equality matching on a field with the $eq operator, required when combining with other operators in Upstash Redis Search.
+- [$fuzzy](https://upstash.com/docs/redis/search/query-operators/field-operators/fuzzy.md): Match terms that are similar but not identical using Levenshtein distance to handle typos and misspellings with the $fuzzy operator in Upstash Redis Search.
+- [$in](https://upstash.com/docs/redis/search/query-operators/field-operators/in.md): Match documents where a field equals any value in an array with the $in operator for multi-value filtering in Upstash Redis Search.
+- [Overview](https://upstash.com/docs/redis/search/query-operators/field-operators/overview.md): Control how individual fields match with $smart, $eq, $in, range, $phrase, $fuzzy, $regex, and $boost field operators in Upstash Redis Search.
+- [$phrase](https://upstash.com/docs/redis/search/query-operators/field-operators/phrase.md): Match documents where terms appear in an exact sequence, with optional slop and prefix, using the $phrase operator in Upstash Redis Search.
+- [Range Operators](https://upstash.com/docs/redis/search/query-operators/field-operators/range-operators.md): Filter documents by numeric or date field boundaries with the $gt, $gte, $lt, and $lte range operators in Upstash Redis Search.
+- [$regex](https://upstash.com/docs/redis/search/query-operators/field-operators/regex.md): Match field terms against a regular expression pattern for flexible text matching with the $regex operator in Upstash Redis Search.
+- [Smart Matching](https://upstash.com/docs/redis/search/query-operators/field-operators/smart-matching.md): Understand default smart matching, which applies exact checks on numeric fields and intelligent multi-stage matching on text fields in Upstash Redis Search.
+- [Queries](https://upstash.com/docs/redis/search/querying.md): Search indexed documents with JSON queries, field filters, sorting, and pagination using TypeScript or Python in Upstash Redis Search.
+- [Blog Search](https://upstash.com/docs/redis/search/recipes/blog-search.md): Build full-text blog search with highlighted snippets, phrase matching, and date filtering using Upstash Redis Search.
+- [E-commerce Search](https://upstash.com/docs/redis/search/recipes/e-commerce-search.md): Build a product catalog search with filtering, sorting, typo tolerance, and relevance boosting using Upstash Redis Search.
+- [Overview](https://upstash.com/docs/redis/search/recipes/overview.md): Real-world Upstash Redis Search recipes for e-commerce, blog, and user directory search, each with schema design, sample data, and query patterns.
+- [User Directory](https://upstash.com/docs/redis/search/recipes/user-directory.md): Build a searchable employee directory with autocomplete, fuzzy name matching, and department filtering using Upstash Redis Search.
+- [Schemas](https://upstash.com/docs/redis/search/schema-definition.md): Define type-safe index schemas with the s schema builder, choosing field types like text, numeric, keyword, and FACET in Upstash Redis Search.
+- [Troubleshooting](https://upstash.com/docs/redis/search/troubleshooting.md): Diagnose and fix common Upstash Redis Search errors, from index creation conflicts to schema and query issues.
+- [Unexpected Increase in Command Count](https://upstash.com/docs/redis/troubleshooting/command_count_increases_unexpectedly.md): Understand why your Upstash Redis command count rises with no connected clients, caused by normal Console operations like the Data Browser.
+- [ERR DB capacity quota exceeded](https://upstash.com/docs/redis/troubleshooting/db_capacity_quota_exceeded.md): Fix the Upstash Redis DB capacity quota exceeded error by deleting entries, setting TTLs, enabling eviction, or upgrading your plan.
+- [Error read ECONNRESET](https://upstash.com/docs/redis/troubleshooting/econn_reset.md): Resolve the read ECONNRESET error when connecting to Upstash Redis by enabling TLS and using a rediss:// connection URL.
+- [WRONGPASS invalid or missing auth token](https://upstash.com/docs/redis/troubleshooting/http_unauthorized.md): Fix the Upstash Redis WRONGPASS error over HTTP by setting the correct UPSTASH_REDIS_REST_TOKEN from the console REST section.
+- [ERR max concurrent connections exceeded](https://upstash.com/docs/redis/troubleshooting/max_concurrent_connections.md): Fix the Upstash Redis max concurrent connections exceeded error by managing connections efficiently or using the REST-based client.
+- [ERR max daily request limit exceeded](https://upstash.com/docs/redis/troubleshooting/max_daily_request_limit.md): Fix the Upstash Redis max daily request limit exceeded error by sending fewer commands or upgrading to a paid plan.
+- [ERR max key size exceeded](https://upstash.com/docs/redis/troubleshooting/max_key_size_exceeded.md): Resolve the Upstash Redis max key size exceeded error by reducing your key size below the hardcoded 32Kb limit.
+- [ERR max single record size exceeded](https://upstash.com/docs/redis/troubleshooting/max_record_size_exceeded.md): Fix the Upstash Redis max single record size exceeded error by splitting data into smaller entries or upgrading past the 100Mb limit.
+- [ERR max request size exceeded](https://upstash.com/docs/redis/troubleshooting/max_request_size_exceeded.md): Fix the Upstash Redis max request size exceeded error by splitting commands into smaller chunks below the 10MB per-request limit.
+- [ERR max requests limit exceeded](https://upstash.com/docs/redis/troubleshooting/max_requests_limit.md): Fix the Upstash Redis max requests limit exceeded error by sending fewer monthly commands or upgrading to a paid plan.
+- [NOAUTH Authentication Required](https://upstash.com/docs/redis/troubleshooting/no_auth.md): Fix the Upstash Redis NOAUTH Authentication required error by adding the password to your connection URL with the correct ioredis format.
+- [Connecting with Read-Only Access](https://upstash.com/docs/redis/troubleshooting/readonly_connection.md): Connect to Upstash Redis with a read-only token over TCP using the default_ro user or a custom read-only ACL user to avoid WRONGPASS errors.
+- [ERR XReadGroup is cancelled](https://upstash.com/docs/redis/troubleshooting/stream_pel_limit.md): Fix the Upstash Redis XReadGroup is cancelled error by acknowledging pending stream messages with XACK to free the consumer PEL.
 - [Agent Memory with Redis Search](https://upstash.com/docs/redis/tutorials/agent_memory.md): Build short-term and long-term memory for AI agents on Upstash Redis. Store working memory with TTLs and recall long-term memories with Redis Search full-text queries.
-- [Deploy a Serverless API with AWS CDK and AWS Lambda](https://upstash.com/docs/redis/tutorials/api_with_cdk.md)
-- [Autocomplete API with Serverless Redis](https://upstash.com/docs/redis/tutorials/auto_complete_with_serverless_redis.md)
+- [Deploy a Serverless API with AWS CDK and AWS Lambda](https://upstash.com/docs/redis/tutorials/api_with_cdk.md): Build and deploy a serverless view-counter API on AWS Lambda with the AWS CDK in TypeScript, using Upstash Redis for state.
+- [Autocomplete API with Serverless Redis](https://upstash.com/docs/redis/tutorials/auto_complete_with_serverless_redis.md): Build an autocomplete API using Upstash Redis sorted sets and ZRANK to return term suggestions from prefixes.
 - [Build Stateful Applications with AWS App Runner and Serverless Redis](https://upstash.com/docs/redis/tutorials/aws_app_runner_with_redis.md): This tutorial shows how to create a serverless and stateful application using AWS App Runner and Redis
 - [Session Management on Google Cloud Run with Serverless Redis](https://upstash.com/docs/redis/tutorials/cloud_run_sessions.md): This tutorial shows how to manage user sessions on Google Cloud Run using Serverless Redis.
 - [Cloudflare Workers with Websockets and Redis](https://upstash.com/docs/redis/tutorials/cloudflare_websockets_redis.md)
-- [Use Redis in Cloudflare Workers](https://upstash.com/docs/redis/tutorials/cloudflare_workers_with_redis.md)
-- [Backendless Coin Price List with GraphQL API, Serverless Redis and Next.JS](https://upstash.com/docs/redis/tutorials/coin_price_list.md)
+- [Use Redis in Cloudflare Workers](https://upstash.com/docs/redis/tutorials/cloudflare_workers_with_redis.md): Use Upstash Redis via REST API in a Cloudflare Workers edge function to serve location-based greetings.
+- [Backendless Coin Price List with GraphQL API, Serverless Redis and Next.JS](https://upstash.com/docs/redis/tutorials/coin_price_list.md): Build a backendless coin price list with Next.js and the Upstash GraphQL API, reading Redis directly from the client.
 - [Build a Leaderboard API At Edge using Cloudflare Workers and Redis](https://upstash.com/docs/redis/tutorials/edge_leaderboard.md): This tutorial shows how to build a Leaderboard API At Edge using Cloudflare Workers and Redis.
 - [Express Session with Serverless Redis](https://upstash.com/docs/redis/tutorials/express_session.md): This tutorial shows how to use Upstash as the session storage of your Express application.
-- [Serverless Golang API with Redis](https://upstash.com/docs/redis/tutorials/goapi.md)
+- [Serverless Golang API with Redis](https://upstash.com/docs/redis/tutorials/goapi.md): Build a serverless Golang page-view counter API on AWS Lambda with Upstash Redis, deployed using AWS SAM.
 - [Build a Serverless Histogram API with Redis](https://upstash.com/docs/redis/tutorials/histogram.md): This tutorial shows how to build a histogram API with Redis.
 - [Job Processing and Event Queue with Serverless Redis](https://upstash.com/docs/redis/tutorials/job_processing.md): This tutorial shows how to use Upstash Redis for job/task processing.
-- [Caching in Laravel with Redis](https://upstash.com/docs/redis/tutorials/laravel_caching.md)
-- [Next.js with Redis](https://upstash.com/docs/redis/tutorials/nextjs_with_redis.md)
+- [Caching in Laravel with Redis](https://upstash.com/docs/redis/tutorials/laravel_caching.md): Add caching to a Laravel application with Upstash Redis to speed up database-backed queries.
+- [Next.js with Redis](https://upstash.com/docs/redis/tutorials/nextjs_with_redis.md): Use Upstash Redis as a state store in a Next.js App Router app by building a simple page-view counter.
 - [Building a Serverless Notification API for Your Web Application with Redis](https://upstash.com/docs/redis/tutorials/notification.md): This tutorial shows how to create a Serverless Notification API for Your Web Application with Redis.
 - [Nuxt with Redis](https://upstash.com/docs/redis/tutorials/nuxtjs_with_redis.md): This tutorial shows how to use Upstash inside your Nuxt application.
-- [Redis as a Cache for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_fastapi_caching.md)
-- [Multithreaded Web Scraping with Redis Caching](https://upstash.com/docs/redis/tutorials/python_multithreading.md)
-- [Rate Limiting for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_rate_limiting.md)
-- [Build a Real-Time Chat Application with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_realtime_chat.md)
-- [Manage Sessions in Python with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_session.md)
-- [Building a URL Shortener with Redis](https://upstash.com/docs/redis/tutorials/python_url_shortener.md)
-- [Serverless Python API with Redis](https://upstash.com/docs/redis/tutorials/pythonapi.md)
-- [AWS Lambda Rate Limiting with Serverless Redis](https://upstash.com/docs/redis/tutorials/rate-limiting.md)
+- [Redis as a Cache for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_fastapi_caching.md): Cache FastAPI responses with Upstash Redis to cut database queries and speed up an external weather API app.
+- [Multithreaded Web Scraping with Redis Caching](https://upstash.com/docs/redis/tutorials/python_multithreading.md): Build a multithreaded Python web scraper that caches HTTP responses in Upstash Redis to avoid redundant requests.
+- [Rate Limiting for Your FastAPI App](https://upstash.com/docs/redis/tutorials/python_rate_limiting.md): Add rate limiting to a FastAPI app with Upstash Redis using a fixed window limiter to control API usage.
+- [Build a Real-Time Chat Application with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_realtime_chat.md): Build a real-time chat app with Flask, SocketIO, and Upstash Redis Pub/Sub for low-latency message handling.
+- [Manage Sessions in Python with Serverless Redis](https://upstash.com/docs/redis/tutorials/python_session.md): Implement session management in a FastAPI app using cookies and Upstash Redis for fast, expiring session storage.
+- [Building a URL Shortener with Redis](https://upstash.com/docs/redis/tutorials/python_url_shortener.md): Build a URL shortener in Python with Upstash Redis, generating short codes and setting expiration times for links.
+- [Serverless Python API with Redis](https://upstash.com/docs/redis/tutorials/pythonapi.md): Build a serverless Python page-view counter API on AWS Lambda with Upstash Redis, deployed using the AWS CDK.
+- [AWS Lambda Rate Limiting with Serverless Redis](https://upstash.com/docs/redis/tutorials/rate-limiting.md): Rate limit an AWS Lambda function by client IP using @upstash/ratelimit, Upstash Redis, and the Serverless Framework.
 - [Redis Queue: From FIFO Lists to a Job Queue](https://upstash.com/docs/redis/tutorials/redis_queue.md): How to build FIFO, reliable, and blocking queues on Upstash Redis, then a delayed and prioritized job queue with a dead-letter queue.
 - [Serverless Redisson](https://upstash.com/docs/redis/tutorials/redisson.md): This tutorial shows how to use Upstash with Redisson client.
 - [Roadmap Voting App with Serverless Redis](https://upstash.com/docs/redis/tutorials/roadmapvotingapp.md): This is a single page application powered by upstash and next.js.
-- [Serverless API with Java and Redis](https://upstash.com/docs/redis/tutorials/serverless_java_redis.md)
+- [Serverless API with Java and Redis](https://upstash.com/docs/redis/tutorials/serverless_java_redis.md): Build a stateful serverless page-view counter API with Java and Upstash Redis on AWS Lambda.
 - [TanStack AI Chat Persistance](https://upstash.com/docs/redis/tutorials/tanstack_chat_persistence.md): Use Upstash Redis to persist TanStack AI chat histories across reloads, navigation, and devices with a simple adapter.
-- [Using AWS SAM](https://upstash.com/docs/redis/tutorials/using_aws_sam.md)
-- [Serverless Redis on Google Cloud Functions](https://upstash.com/docs/redis/tutorials/using_google_cloud_functions.md)
-- [Using Serverless Framework](https://upstash.com/docs/redis/tutorials/using_serverless_framework.md)
+- [Using AWS SAM](https://upstash.com/docs/redis/tutorials/using_aws_sam.md): Build and deploy a serverless application to AWS Lambda with Upstash Redis using the AWS SAM CLI.
+- [Serverless Redis on Google Cloud Functions](https://upstash.com/docs/redis/tutorials/using_google_cloud_functions.md): Build a serverless view-counter API on Google Cloud Functions using Upstash Redis as the data store.
+- [Using Serverless Framework](https://upstash.com/docs/redis/tutorials/using_serverless_framework.md): Build and deploy a serverless application to AWS Lambda with Upstash Redis using the Serverless Framework.
 - [Advanced Settings](https://upstash.com/docs/search/features/advanced-settings.md)
 - [Algorithm](https://upstash.com/docs/search/features/algorithm.md)
 - [Content and Metadata](https://upstash.com/docs/search/features/content-and-metadata.md): How to use content and metadata fields in your documents
@@ -952,14 +952,14 @@
 - [RAG with LlamaIndex](https://upstash.com/docs/vector/tutorials/llamaindex.md)
 - [Parsing and Querying Documents with LlamaParse](https://upstash.com/docs/vector/tutorials/llamaparse.md)
 - [Simple Semantic Search](https://upstash.com/docs/vector/tutorials/semantic_search.md)
-- [Examples](https://upstash.com/docs/workflow/agents/examples.md)
-- [Features](https://upstash.com/docs/workflow/agents/features.md)
-- [Getting Started](https://upstash.com/docs/workflow/agents/getting-started.md)
-- [Overview](https://upstash.com/docs/workflow/agents/overview.md)
-- [Evaluator-Optimizer](https://upstash.com/docs/workflow/agents/patterns/evaluator-optimizer.md)
-- [Orchestrator-Workers](https://upstash.com/docs/workflow/agents/patterns/orchestrator-workers.md)
-- [Parallelization](https://upstash.com/docs/workflow/agents/patterns/parallelization.md)
-- [Prompt Chaining](https://upstash.com/docs/workflow/agents/patterns/prompt-chaining.md)
+- [Examples](https://upstash.com/docs/workflow/agents/examples.md): Explore examples of building agent systems with the Upstash Workflow Agents API, from architectural patterns to real-world implementations.
+- [Features](https://upstash.com/docs/workflow/agents/features.md): Explore the features of the Upstash Workflow Agents API, including models, tools from AI SDK and LangChain, and multi-agent orchestration.
+- [Getting Started](https://upstash.com/docs/workflow/agents/getting-started.md): Build your first AI agent endpoint with Upstash Workflow and Next.js, from installation to defining reliable, tool-using agents.
+- [Overview](https://upstash.com/docs/workflow/agents/overview.md): Run single or multi-agent AI systems with Upstash Workflow, integrating AI SDK or LangChain tools with reliable, timeout-free execution.
+- [Evaluator-Optimizer](https://upstash.com/docs/workflow/agents/patterns/evaluator-optimizer.md): Build an evaluator-optimizer agent pattern with Upstash Workflow, where a generator refines its output from evaluator feedback until it passes.
+- [Orchestrator-Workers](https://upstash.com/docs/workflow/agents/patterns/orchestrator-workers.md): Build an orchestrator-workers agent pattern with Upstash Workflow, directing multiple worker agents on subtasks and synthesizing their outputs.
+- [Parallelization](https://upstash.com/docs/workflow/agents/patterns/parallelization.md): Build a parallelization agent pattern with Upstash Workflow, calling multiple agents simultaneously and aggregating their results.
+- [Prompt Chaining](https://upstash.com/docs/workflow/agents/patterns/prompt-chaining.md): Build a prompt chaining agent pattern with Upstash Workflow, where each agent's output feeds the next in a sequence of LLM calls.
 - [Bulk Delete Failed Workflow Runs](https://upstash.com/docs/workflow/api-reference/dlq/bulk-delete-failed-workflow-runs.md): Delete multiple failed workflow runs from the DLQ.
 - [Bulk Restart Workflows from DLQ](https://upstash.com/docs/workflow/api-reference/dlq/bulk-restart-workflows-from-dlq.md): Restart multiple failed workflow runs from the DLQ. Each workflow will start from the beginning.
 - [Bulk Resume Workflows from DLQ](https://upstash.com/docs/workflow/api-reference/dlq/bulk-resume-workflows-from-dlq.md): When a workflow run fails, it's automatically moved to the DLQ (Dead Letter Queue) where it can be analyzed and resumed.    The resume feature allows you to continue a failed workflow run from exactly where it failed, without re-executing successfully completed steps.
@@ -989,112 +989,112 @@
 - [Trigger Workflow Run](https://upstash.com/docs/workflow/api-reference/runs/trigger-workflow-run.md): Start a new workflow run.
 - [Get Signing Keys](https://upstash.com/docs/workflow/api-reference/signing-keys/get-signing-keys.md): Retrieve your current and next signing keys
 - [Rotate Signing Keys](https://upstash.com/docs/workflow/api-reference/signing-keys/rotate-signing-keys.md): Rotate your signing keys
-- [Caveats](https://upstash.com/docs/workflow/basics/caveats.md)
-- [Overview](https://upstash.com/docs/workflow/basics/client.md)
-- [client.cancel](https://upstash.com/docs/workflow/basics/client/cancel.md)
-- [client.dlq.retryFailureFunction](https://upstash.com/docs/workflow/basics/client/dlq/callback.md)
-- [client.dlq.delete](https://upstash.com/docs/workflow/basics/client/dlq/delete.md)
-- [client.dlq.list](https://upstash.com/docs/workflow/basics/client/dlq/list.md)
-- [client.dlq.restart](https://upstash.com/docs/workflow/basics/client/dlq/restart.md)
-- [client.dlq.resume](https://upstash.com/docs/workflow/basics/client/dlq/resume.md)
-- [client.logs](https://upstash.com/docs/workflow/basics/client/logs.md)
-- [client.notify](https://upstash.com/docs/workflow/basics/client/notify.md)
-- [client.trigger](https://upstash.com/docs/workflow/basics/client/trigger.md)
-- [client.getWaiters](https://upstash.com/docs/workflow/basics/client/waiters.md)
-- [How Workflow Works](https://upstash.com/docs/workflow/basics/how.md)
-- [Overview](https://upstash.com/docs/workflow/basics/serve.md)
-- [Advanced Options](https://upstash.com/docs/workflow/basics/serve/advanced.md)
-- [Changelog](https://upstash.com/docs/workflow/changelog.md)
-- [AI Generation](https://upstash.com/docs/workflow/examples/allInOne.md)
-- [Auth Provider Webhook](https://upstash.com/docs/workflow/examples/authWebhook.md)
-- [Custom Retry Logic](https://upstash.com/docs/workflow/examples/customRetry.md)
-- [Customer Onboarding](https://upstash.com/docs/workflow/examples/customerOnboarding.md)
-- [Dynamic Workflows](https://upstash.com/docs/workflow/examples/dynamicWorkflow.md)
-- [E-commerce Order Fulfillment](https://upstash.com/docs/workflow/examples/eCommerceOrderFulfillment.md)
-- [Image Processing](https://upstash.com/docs/workflow/examples/imageProcessing.md)
-- [Payment Retries](https://upstash.com/docs/workflow/examples/paymentRetry.md)
-- [Waiting for Events](https://upstash.com/docs/workflow/examples/waitForEvent.md)
-- [Overview](https://upstash.com/docs/workflow/features/dlq.md)
-- [Rerun Failure Function](https://upstash.com/docs/workflow/features/dlq/callback.md)
-- [Delete](https://upstash.com/docs/workflow/features/dlq/delete.md)
-- [Restart](https://upstash.com/docs/workflow/features/dlq/restart.md)
-- [Resume](https://upstash.com/docs/workflow/features/dlq/resume.md)
-- [Overview](https://upstash.com/docs/workflow/features/failure-callback.md)
-- [Advanced failureUrl Option](https://upstash.com/docs/workflow/features/failureFunction/advanced.md)
-- [Reliability of Failure Function](https://upstash.com/docs/workflow/features/failureFunction/reliability.md)
-- [Overview](https://upstash.com/docs/workflow/features/flow-control.md)
-- [Monitor & Manage](https://upstash.com/docs/workflow/features/flow-control/monitor.md)
-- [Parallelism](https://upstash.com/docs/workflow/features/flow-control/parallelism.md)
-- [Rate and Period](https://upstash.com/docs/workflow/features/flow-control/rate-period.md)
-- [Overview](https://upstash.com/docs/workflow/features/invoke.md)
-- [Using Serve Many](https://upstash.com/docs/workflow/features/invoke/serveMany.md)
-- [Notify](https://upstash.com/docs/workflow/features/notify.md)
-- [Parallel Steps](https://upstash.com/docs/workflow/features/parallel-steps.md)
-- [Overview](https://upstash.com/docs/workflow/features/retries.md)
-- [Prevent Retries](https://upstash.com/docs/workflow/features/retries/prevent-retries.md)
-- [Sleep](https://upstash.com/docs/workflow/features/sleep.md)
-- [Wait](https://upstash.com/docs/workflow/features/wait.md)
-- [Overview](https://upstash.com/docs/workflow/features/wait-for-event.md)
-- [Webhooks](https://upstash.com/docs/workflow/features/webhooks.md)
-- [Overview](https://upstash.com/docs/workflow/getstarted.md)
-- [Cancel a Run](https://upstash.com/docs/workflow/howto/cancel.md)
-- [Update a Workflow](https://upstash.com/docs/workflow/howto/changes.md)
-- [Configure a Run](https://upstash.com/docs/workflow/howto/configure.md)
-- [Handle Failed Runs](https://upstash.com/docs/workflow/howto/failures.md)
+- [Caveats](https://upstash.com/docs/workflow/basics/caveats.md): Best practices and caveats for Upstash Workflow, including running business logic inside context.run and avoiding common pitfalls.
+- [Overview](https://upstash.com/docs/workflow/basics/client.md): Use the Upstash Workflow Client to programmatically interact with your workflow runs from your own app or any external service.
+- [client.cancel](https://upstash.com/docs/workflow/basics/client/cancel.md): Cancel one or more Upstash Workflow runs by ID, using filters, or all at once with the client.cancel method.
+- [client.dlq.retryFailureFunction](https://upstash.com/docs/workflow/basics/client/dlq/callback.md): Retry a failed failureFunction or failureUrl request in Upstash Workflow using the client.dlq.retryFailureFunction method.
+- [client.dlq.delete](https://upstash.com/docs/workflow/basics/client/dlq/delete.md): Delete one or more workflow runs from the Upstash Workflow Dead Letter Queue by ID, array of IDs, or filters with client.dlq.delete.
+- [client.dlq.list](https://upstash.com/docs/workflow/basics/client/dlq/list.md): List failed workflow and QStash messages in the Upstash Workflow Dead Letter Queue with pagination using the client.dlq.list method.
+- [client.dlq.restart](https://upstash.com/docs/workflow/basics/client/dlq/restart.md): Restart failed workflow runs from the Upstash Workflow Dead Letter Queue from the beginning using the client.dlq.restart method.
+- [client.dlq.resume](https://upstash.com/docs/workflow/basics/client/dlq/resume.md): Resume failed workflow runs from the Upstash Workflow Dead Letter Queue at the failed step using the client.dlq.resume method.
+- [client.logs](https://upstash.com/docs/workflow/basics/client/logs.md): Retrieve Upstash Workflow run logs with pagination and filtering using the client.logs method.
+- [client.notify](https://upstash.com/docs/workflow/basics/client/notify.md): Notify Upstash Workflow runs waiting at a waitForEvent step and resume them with event data using the client.notify method.
+- [client.trigger](https://upstash.com/docs/workflow/basics/client/trigger.md): Start one or more Upstash Workflow runs and get their workflowRunId using the client.trigger method.
+- [client.getWaiters](https://upstash.com/docs/workflow/basics/client/waiters.md): Retrieve all workflow runs currently paused at a waitForEvent step for a given event using the client.getWaiters method.
+- [How Workflow Works](https://upstash.com/docs/workflow/basics/how.md): Understand how Upstash Workflow orchestrates durable, scalable, and cost-efficient multi-step workflows built on top of Upstash QStash.
+- [Overview](https://upstash.com/docs/workflow/basics/serve.md): Define a workflow endpoint with the Upstash Workflow serve() function, passing a route function of steps and configuration options.
+- [Advanced Options](https://upstash.com/docs/workflow/basics/serve/advanced.md): Advanced serve() options for Upstash Workflow, including failureFunction, retries, and settings for edge cases and testing pipelines.
+- [Changelog](https://upstash.com/docs/workflow/changelog.md): Changelog for Upstash Workflow, tracking new features and updates to the TypeScript (workflow-js) and Python (workflow-py) SDKs.
+- [AI Generation](https://upstash.com/docs/workflow/examples/allInOne.md): Process large datasets with Upstash Workflow by downloading data, processing chunks with OpenAI GPT-4, aggregating results, and generating a report.
+- [Auth Provider Webhook](https://upstash.com/docs/workflow/examples/authWebhook.md): Build an authentication provider webhook with Upstash Workflow to handle user creation, Stripe trials, and automated email reminders.
+- [Custom Retry Logic](https://upstash.com/docs/workflow/examples/customRetry.md): Implement custom retry logic in Upstash Workflow using response status codes and headers to control retries when calling third-party APIs like OpenAI.
+- [Customer Onboarding](https://upstash.com/docs/workflow/examples/customerOnboarding.md): Build a customer onboarding workflow with Upstash Workflow that registers users, sends welcome emails, and reacts to user activity over time.
+- [Dynamic Workflows](https://upstash.com/docs/workflow/examples/dynamicWorkflow.md): Build dynamic, configurable workflows with Upstash Workflow that run runtime-defined steps while safely handling ordering, naming, and versioning.
+- [E-commerce Order Fulfillment](https://upstash.com/docs/workflow/examples/eCommerceOrderFulfillment.md): Automate e-commerce order fulfillment with Upstash Workflow by verifying stock, processing payment, dispatching orders, and notifying customers.
+- [Image Processing](https://upstash.com/docs/workflow/examples/imageProcessing.md): Process images with Upstash Workflow by uploading, resizing into multiple resolutions, applying filters, and storing the processed versions.
+- [Payment Retries](https://upstash.com/docs/workflow/examples/paymentRetry.md): Build a payment retry workflow with Upstash Workflow that retries failed charges, sends invoice emails, and suspends accounts after repeated failures.
+- [Waiting for Events](https://upstash.com/docs/workflow/examples/waitForEvent.md): Pause and resume workflows with Upstash Workflow's wait-for-event feature, letting an external system notify order processing when it is ready.
+- [Overview](https://upstash.com/docs/workflow/features/dlq.md): The Dead Letter Queue automatically captures failed Upstash Workflow runs after all retries, preserving execution context for restart, resume, or delete.
+- [Rerun Failure Function](https://upstash.com/docs/workflow/features/dlq/callback.md): Rerun a workflow's failure function from the DLQ to complete cleanup, logging, or alerting tasks that failed after an Upstash Workflow run failed.
+- [Delete](https://upstash.com/docs/workflow/features/dlq/delete.md): Delete failed Upstash Workflow runs from the Dead Letter Queue individually, in bulk by ID, or by filters like label, URL, or date range.
+- [Restart](https://upstash.com/docs/workflow/features/dlq/restart.md): Restart a failed Upstash Workflow run from the beginning, discarding previous step results and executing from scratch with the original payload.
+- [Resume](https://upstash.com/docs/workflow/features/dlq/resume.md): Resume a failed Upstash Workflow run from the exact point of failure, preserving all successfully completed steps and their results.
+- [Overview](https://upstash.com/docs/workflow/features/failure-callback.md): Attach a failure function to your Upstash Workflow to run custom cleanup, logging, or alerting when a run fails after exhausting all retries.
+- [Advanced failureUrl Option](https://upstash.com/docs/workflow/features/failureFunction/advanced.md): Use the failureUrl option to send Upstash Workflow failure callbacks to a separate endpoint, handling failures on infrastructure independent of your workflow.
+- [Reliability of Failure Function](https://upstash.com/docs/workflow/features/failureFunction/reliability.md): Understand how Upstash Workflow retries a failing failure function and how to inspect and rerun failed executions from the DLQ dashboard.
+- [Overview](https://upstash.com/docs/workflow/features/flow-control.md): Flow Control limits how many Upstash Workflow steps run by queuing and delaying delivery to respect rate, period, and parallelism constraints.
+- [Monitor & Manage](https://upstash.com/docs/workflow/features/flow-control/monitor.md): Monitor and manage Upstash Workflow flow control keys from the console or REST API, including pausing delivery, pinning configs, and resetting rate counts.
+- [Parallelism](https://upstash.com/docs/workflow/features/flow-control/parallelism.md): Limit how many Upstash Workflow steps run concurrently with a token-based parallelism control that queues excess requests in a waitlist.
+- [Rate and Period](https://upstash.com/docs/workflow/features/flow-control/rate-period.md): Control how many Upstash Workflow steps start within a time window using rate and period limits, queuing excess steps for the next window.
+- [Overview](https://upstash.com/docs/workflow/features/invoke.md): Use context.invoke to start another Upstash Workflow from within a workflow and await its result, orchestrating multiple workflows together.
+- [Using Serve Many](https://upstash.com/docs/workflow/features/invoke/serveMany.md): Expose multiple Upstash Workflows under one route with serveMany and invoke them by object with full type safety, no URLs required.
+- [Notify](https://upstash.com/docs/workflow/features/notify.md): Notify Upstash Workflow runs waiting on an event ID from inside a workflow or an external system, with lookback to prevent race conditions.
+- [Parallel Steps](https://upstash.com/docs/workflow/features/parallel-steps.md): Run multiple Upstash Workflow steps concurrently with Promise.all to execute independent operations in parallel with no extra configuration.
+- [Overview](https://upstash.com/docs/workflow/features/retries.md): Upstash Workflow automatically retries failed steps with configurable attempt counts and exponential backoff to handle transient errors reliably.
+- [Prevent Retries](https://upstash.com/docs/workflow/features/retries/prevent-retries.md): Stop Upstash Workflow execution without retries using WorkflowNonRetryableError, context.cancel, or conditional guards to exit early gracefully.
+- [Sleep](https://upstash.com/docs/workflow/features/sleep.md): Pause Upstash Workflow execution with context.sleep and sleepUntil to build time-based delays without consuming compute or serverless timeouts.
+- [Wait](https://upstash.com/docs/workflow/features/wait.md): Pause an Upstash Workflow run with waitForEvent until a matching event is published, using configurable timeouts to handle waits gracefully.
+- [Overview](https://upstash.com/docs/workflow/features/wait-for-event.md): Pause an Upstash Workflow with waitForEvent until an external event arrives, with timeouts and lookback strategies to avoid notify race conditions.
+- [Webhooks](https://upstash.com/docs/workflow/features/webhooks.md): Pause an Upstash Workflow and wait for a callback URL with createWebhook and waitForWebhook, integrating third-party APIs with built-in lookback.
+- [Overview](https://upstash.com/docs/workflow/getstarted.md): Upstash Workflow lets you write durable, reliable serverless functions with delivery guarantees, automatic retries, and scheduling, with no infrastructure to manage.
+- [Cancel a Run](https://upstash.com/docs/workflow/howto/cancel.md): Cancel a running Upstash Workflow from the console, the client.cancel method, or the REST API using the workflow run ID.
+- [Update a Workflow](https://upstash.com/docs/workflow/howto/changes.md): Update Upstash Workflow code safely by understanding step-order constraints and strategies for handling in-progress runs during deployments.
+- [Configure a Run](https://upstash.com/docs/workflow/howto/configure.md): Configure an Upstash Workflow run with retries, retry delay, and flow control options when triggering it with the client.
+- [Handle Failed Runs](https://upstash.com/docs/workflow/howto/failures.md): Gracefully handle failed Upstash Workflow runs with failure functions, failureUrl callbacks, retries, and DLQ recovery for debugging and resuming.
 - [Flow control](https://upstash.com/docs/workflow/howto/flow-control.md)
-- [Development Server](https://upstash.com/docs/workflow/howto/local-development/development-server.md)
-- [Local Tunnel](https://upstash.com/docs/workflow/howto/local-development/local-tunnel.md)
-- [Middlewares](https://upstash.com/docs/workflow/howto/middlewares.md)
-- [Migration Guide](https://upstash.com/docs/workflow/howto/migrations.md)
-- [Select a Region](https://upstash.com/docs/workflow/howto/multi-region.md)
-- [Parallel Runs](https://upstash.com/docs/workflow/howto/parallel-runs.md)
-- [Read-only Token](https://upstash.com/docs/workflow/howto/readonly-token.md)
-- [Realtime Quickstart](https://upstash.com/docs/workflow/howto/realtime/basic.md)
-- [Human-in-the-Loop](https://upstash.com/docs/workflow/howto/realtime/human-in-the-loop.md)
+- [Development Server](https://upstash.com/docs/workflow/howto/local-development/development-server.md): Run Upstash Workflow locally with the QStash development server, using QSTASH_DEV for automatic setup or manual configuration with the CLI.
+- [Local Tunnel](https://upstash.com/docs/workflow/howto/local-development/local-tunnel.md): Expose your local Upstash Workflow endpoint publicly with an ngrok tunnel so managed QStash servers can reach it during development.
+- [Middlewares](https://upstash.com/docs/workflow/howto/middlewares.md): Hook into Upstash Workflow lifecycle and debug events with built-in or custom middleware for logging, monitoring, and error tracking.
+- [Migration Guide](https://upstash.com/docs/workflow/howto/migrations.md): Migrate between Upstash Workflow versions, including the 1.0.0 TypeScript release breaking changes and moving from @upstash/qstash.
+- [Select a Region](https://upstash.com/docs/workflow/howto/multi-region.md): Choose between Upstash Workflow's EU and US regions and migrate resources between them using single-region or migration mode configuration.
+- [Parallel Runs](https://upstash.com/docs/workflow/howto/parallel-runs.md): Run multiple Upstash Workflow steps at the same time with Promise.all, executing independent steps concurrently within a single run.
+- [Read-only Token](https://upstash.com/docs/workflow/howto/readonly-token.md): Share a read-only Upstash Workflow token that accesses logs, messages, and schedules but cannot publish messages or modify resources.
+- [Realtime Quickstart](https://upstash.com/docs/workflow/howto/realtime/basic.md): Integrate Upstash Workflow with Upstash Realtime to emit step events and stream live workflow progress to your frontend over Server-Sent Events.
+- [Human-in-the-Loop](https://upstash.com/docs/workflow/howto/realtime/human-in-the-loop.md): Build human-in-the-loop Upstash Workflows that pause for user approval with waitForEvent and stream real-time status updates using Upstash Realtime.
 - [Redact Private Data](https://upstash.com/docs/workflow/howto/redact-fields.md): How to redact private data in your workflow runs
-- [Schedule a Workflow](https://upstash.com/docs/workflow/howto/schedule.md)
-- [Secure a Workflow](https://upstash.com/docs/workflow/howto/security.md)
-- [Start a Run](https://upstash.com/docs/workflow/howto/start.md)
-- [Webhooks](https://upstash.com/docs/workflow/howto/use-webhooks.md)
-- [Vercel AI SDK](https://upstash.com/docs/workflow/integrations/aisdk.md)
-- [Anthropic](https://upstash.com/docs/workflow/integrations/anthropic.md)
-- [Datadog - Upstash QStash Integration](https://upstash.com/docs/workflow/integrations/datadog.md)
-- [OpenAI](https://upstash.com/docs/workflow/integrations/openai.md)
-- [Prometheus - Upstash QStash Integration](https://upstash.com/docs/workflow/integrations/prometheus.md)
-- [Resend](https://upstash.com/docs/workflow/integrations/resend.md)
+- [Schedule a Workflow](https://upstash.com/docs/workflow/howto/schedule.md): Schedule Upstash Workflows to run periodically with QStash cron schedules, from the dashboard or programmatically with per-user schedule IDs.
+- [Secure a Workflow](https://upstash.com/docs/workflow/howto/security.md): Secure your Upstash Workflow endpoint with built-in Upstash-Signature request verification or a custom authorization method.
+- [Start a Run](https://upstash.com/docs/workflow/howto/start.md): Start an Upstash Workflow run with the recommended client.trigger method or a direct HTTP request, passing body, headers, retries, and more.
+- [Webhooks](https://upstash.com/docs/workflow/howto/use-webhooks.md): Handle incoming webhooks in Upstash Workflow by setting up endpoints, validating requests, and processing events as trackable steps.
+- [Vercel AI SDK](https://upstash.com/docs/workflow/integrations/aisdk.md): Integrate Upstash Workflow with the Vercel AI SDK to build durable AI applications with automatic retries, workflow steps, and tool calling.
+- [Anthropic](https://upstash.com/docs/workflow/integrations/anthropic.md): Call the Anthropic messages API from Upstash Workflow using the type-safe context.api.anthropic.call method for durable text generation.
+- [Datadog - Upstash QStash Integration](https://upstash.com/docs/workflow/integrations/datadog.md): Connect Datadog with Upstash QStash to monitor message delivery, retries, DLQ, and schedules with dashboards and analytics.
+- [OpenAI](https://upstash.com/docs/workflow/integrations/openai.md): Call the OpenAI chat completions API from Upstash Workflow using the type-safe context.api.openai.call method for durable text generation.
+- [Prometheus - Upstash QStash Integration](https://upstash.com/docs/workflow/integrations/prometheus.md): Scrape Upstash QStash metrics into Prometheus and visualize them in Grafana to monitor message delivery and performance.
+- [Resend](https://upstash.com/docs/workflow/integrations/resend.md): Send emails from Upstash Workflow using the type-safe context.api.resend.call method for durable single and batch email delivery.
 - [llms.txt](https://upstash.com/docs/workflow/llms-txt.md)
-- [Pricing](https://upstash.com/docs/workflow/pricing.md)
-- [Astro](https://upstash.com/docs/workflow/quickstarts/astro.md)
-- [Cloudflare Workers](https://upstash.com/docs/workflow/quickstarts/cloudflare-workers.md)
-- [Express.js](https://upstash.com/docs/workflow/quickstarts/express.md)
-- [FastAPI](https://upstash.com/docs/workflow/quickstarts/fastapi.md)
-- [Flask](https://upstash.com/docs/workflow/quickstarts/flask.md)
-- [Hono](https://upstash.com/docs/workflow/quickstarts/hono.md)
-- [Next.js & FastAPI](https://upstash.com/docs/workflow/quickstarts/nextjs-fastapi.md)
-- [Next.js & Flask](https://upstash.com/docs/workflow/quickstarts/nextjs-flask.md)
-- [Nuxt](https://upstash.com/docs/workflow/quickstarts/nuxt.md)
-- [Supported Platforms](https://upstash.com/docs/workflow/quickstarts/platforms.md)
-- [SolidJS](https://upstash.com/docs/workflow/quickstarts/solidjs.md)
-- [SvelteKit](https://upstash.com/docs/workflow/quickstarts/svelte.md)
-- [TanStack Start](https://upstash.com/docs/workflow/quickstarts/tanstack-start.md)
-- [Next.js](https://upstash.com/docs/workflow/quickstarts/vercel-nextjs.md)
+- [Pricing](https://upstash.com/docs/workflow/pricing.md): Understand Upstash Workflow's pay-as-you-go pricing, based on QStash messages per workflow run, and how each step contributes to cost.
+- [Astro](https://upstash.com/docs/workflow/quickstarts/astro.md): Use Upstash Workflow with Astro in this step-by-step quickstart, with a complete example project on GitHub.
+- [Cloudflare Workers](https://upstash.com/docs/workflow/quickstarts/cloudflare-workers.md): Deploy Upstash Workflow on Cloudflare Workers with this step-by-step guide, including Hono.js examples and best practices.
+- [Express.js](https://upstash.com/docs/workflow/quickstarts/express.md): Use Upstash Workflow with Express.js in this step-by-step quickstart, with a complete example project on GitHub.
+- [FastAPI](https://upstash.com/docs/workflow/quickstarts/fastapi.md): Use Upstash Workflow with FastAPI in Python through this step-by-step quickstart, with an end-to-end example project on GitHub.
+- [Flask](https://upstash.com/docs/workflow/quickstarts/flask.md): Use Upstash Workflow with Flask in Python through this step-by-step quickstart, with an end-to-end example project on GitHub.
+- [Hono](https://upstash.com/docs/workflow/quickstarts/hono.md): Deploy Upstash Workflow with Hono on Cloudflare Workers in this step-by-step quickstart, with an end-to-end example project.
+- [Next.js & FastAPI](https://upstash.com/docs/workflow/quickstarts/nextjs-fastapi.md): Build durable workflows with Upstash Workflow using a Next.js frontend and FastAPI backend in this step-by-step quickstart.
+- [Next.js & Flask](https://upstash.com/docs/workflow/quickstarts/nextjs-flask.md): Build durable workflows with Upstash Workflow using a Next.js frontend and Flask backend in this step-by-step quickstart.
+- [Nuxt](https://upstash.com/docs/workflow/quickstarts/nuxt.md): Deploy Upstash Workflow with Nuxt in this step-by-step quickstart, featuring a one-click Vercel deploy and example project.
+- [Supported Platforms](https://upstash.com/docs/workflow/quickstarts/platforms.md): Explore the platforms and frameworks natively supported by Upstash Workflow across JavaScript, TypeScript, and Python.
+- [SolidJS](https://upstash.com/docs/workflow/quickstarts/solidjs.md): Use Upstash Workflow with SolidJS in this step-by-step quickstart, with an end-to-end example project on GitHub.
+- [SvelteKit](https://upstash.com/docs/workflow/quickstarts/svelte.md): Deploy Upstash Workflow with SvelteKit in this step-by-step quickstart, featuring a one-click Vercel deploy and example project.
+- [TanStack Start](https://upstash.com/docs/workflow/quickstarts/tanstack-start.md): Use Upstash Workflow with TanStack Start in this step-by-step quickstart, with a complete example project on GitHub.
+- [Next.js](https://upstash.com/docs/workflow/quickstarts/vercel-nextjs.md): Deploy Upstash Workflow with Next.js on Vercel in this step-by-step quickstart, featuring a one-click deploy and example project.
 - [Roadmap](https://upstash.com/docs/workflow/roadmap.md)
 - [JavaScript SDK](https://upstash.com/docs/workflow/sdk/workflow-js.md)
 - [Python SDK](https://upstash.com/docs/workflow/sdk/workflow-py.md)
-- [Overview](https://upstash.com/docs/workflow/steps.md)
-- [context.api](https://upstash.com/docs/workflow/steps/api.md)
-- [context.call](https://upstash.com/docs/workflow/steps/call.md)
-- [context.cancel](https://upstash.com/docs/workflow/steps/cancel.md)
-- [context.createWebhook](https://upstash.com/docs/workflow/steps/createWebhook.md)
-- [context.invoke](https://upstash.com/docs/workflow/steps/invoke.md)
-- [context.notify](https://upstash.com/docs/workflow/steps/notify.md)
-- [context.run](https://upstash.com/docs/workflow/steps/run.md)
-- [context.sleep](https://upstash.com/docs/workflow/steps/sleep.md)
-- [context.sleepUntil](https://upstash.com/docs/workflow/steps/sleepUntil.md)
-- [context.waitForEvent](https://upstash.com/docs/workflow/steps/waitForEvent.md)
-- [context.waitForWebhook](https://upstash.com/docs/workflow/steps/waitForWebhook.md)
-- [General](https://upstash.com/docs/workflow/troubleshooting/general.md)
-- [Vercel](https://upstash.com/docs/workflow/troubleshooting/vercel.md)
+- [Overview](https://upstash.com/docs/workflow/steps.md): Explore the Upstash Workflow context object that exposes step APIs plus run properties like the request payload, headers, and metadata.
+- [context.api](https://upstash.com/docs/workflow/steps/api.md): Make type-safe third-party API requests to OpenAI, Anthropic, and Resend as workflow steps with the context.api namespace.
+- [context.call](https://upstash.com/docs/workflow/steps/call.md): Perform HTTP requests as a workflow step with context.call, supporting response times up to 12 hours without consuming compute.
+- [context.cancel](https://upstash.com/docs/workflow/steps/cancel.md): Explicitly cancel the current workflow run from within your code using the Upstash Workflow context.cancel method.
+- [context.createWebhook](https://upstash.com/docs/workflow/steps/createWebhook.md): Create a unique webhook URL that external services can call to resume workflow execution with the context.createWebhook method.
+- [context.invoke](https://upstash.com/docs/workflow/steps/invoke.md): Trigger another workflow and pause until it finishes with context.invoke, resuming when it succeeds, fails, or is canceled.
+- [context.notify](https://upstash.com/docs/workflow/steps/notify.md): Notify workflows waiting at a waitForEvent step and pass an optional payload using the Upstash Workflow context.notify method.
+- [context.run](https://upstash.com/docs/workflow/steps/run.md): Execute custom business logic as a workflow step with context.run, running steps sequentially or in parallel in Upstash Workflow.
+- [context.sleep](https://upstash.com/docs/workflow/steps/sleep.md): Pause workflow execution for a set duration with context.sleep, consuming no compute resources while the workflow sleeps.
+- [context.sleepUntil](https://upstash.com/docs/workflow/steps/sleepUntil.md): Pause workflow execution until a specific timestamp with context.sleepUntil, consuming no compute resources while sleeping.
+- [context.waitForEvent](https://upstash.com/docs/workflow/steps/waitForEvent.md): Pause workflow execution until an event occurs or a timeout is reached with the Upstash Workflow context.waitForEvent step.
+- [context.waitForWebhook](https://upstash.com/docs/workflow/steps/waitForWebhook.md): Pause workflow execution until a created webhook is called or a timeout is reached with the context.waitForWebhook step.
+- [General](https://upstash.com/docs/workflow/troubleshooting/general.md): Troubleshoot common Upstash Workflow issues, including the WorkflowAbort error from running steps inside try/catch blocks.
+- [Vercel](https://upstash.com/docs/workflow/troubleshooting/vercel.md): Troubleshoot Upstash Workflow on Vercel, including bypassing preview deployment protection with a bypass secret.
 
 ## OpenAPI Specs
 
diff --git a/qstash/features/at-least-once.mdx b/qstash/features/at-least-once.mdx
index e137cd48..906f918a 100644
--- a/qstash/features/at-least-once.mdx
+++ b/qstash/features/at-least-once.mdx
@@ -1,5 +1,6 @@
 ---
 title: "At-Least-Once Delivery"
+description: QStash guarantees at-least-once message delivery and shows how to handle rare duplicates using idempotency keys and idempotent handlers.
 ---
 
 QStash provides at-least-once delivery for all messages. This guarantees that no messages will be lost, even in the face of server crashes, or other unexpected problems.
diff --git a/qstash/features/background-jobs.mdx b/qstash/features/background-jobs.mdx
index e696a076..d34083ba 100644
--- a/qstash/features/background-jobs.mdx
+++ b/qstash/features/background-jobs.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Background Jobs"
+description: Run long-running background jobs from serverless apps with QStash by offloading heavy tasks to a public API endpoint, shown with Next.js.
 ---
 
 ## When do you need background jobs
diff --git a/qstash/features/batch.mdx b/qstash/features/batch.mdx
index eeb9675c..a2a53722 100644
--- a/qstash/features/batch.mdx
+++ b/qstash/features/batch.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Batching"
+description: Send multiple QStash messages in a single request with the batch endpoint, targeting destinations, URL Groups, and queues with custom headers and bodies.
 ---
 
 [Publishing](/qstash/howto/publishing) is great for sending one message
diff --git a/qstash/features/callbacks.mdx b/qstash/features/callbacks.mdx
index c4bd95ad..506426c5 100644
--- a/qstash/features/callbacks.mdx
+++ b/qstash/features/callbacks.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Callbacks"
+description: Use QStash callbacks and failure callbacks to handle responses from long-running endpoints without waiting, bypassing serverless execution time limits.
 ---
 
 All serverless function providers have a maximum execution time for each
diff --git a/qstash/features/deduplication.mdx b/qstash/features/deduplication.mdx
index de534ec2..cc8551e5 100644
--- a/qstash/features/deduplication.mdx
+++ b/qstash/features/deduplication.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Deduplication"
+description: Prevent duplicate QStash messages using a deduplication ID or content-based deduplication so retries enqueue each message only once.
 ---
 
 Messages can be deduplicated to prevent duplicate messages from being sent. When
diff --git a/qstash/features/delay.mdx b/qstash/features/delay.mdx
index 35e60a0c..dd38c350 100644
--- a/qstash/features/delay.mdx
+++ b/qstash/features/delay.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Delay"
+description: Delay QStash message delivery with relative Upstash-Delay or absolute Upstash-Not-Before headers, plus how delays apply to scheduled messages.
 ---
 
 When publishing a message, you can delay it for a certain amount of time before
diff --git a/qstash/features/dlq.mdx b/qstash/features/dlq.mdx
index 7d749bcd..52f7e408 100644
--- a/qstash/features/dlq.mdx
+++ b/qstash/features/dlq.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Dead Letter Queues"
+description: QStash moves messages that exhaust their retries to a dead letter queue, where you can manually retry or delete them from the console.
 ---
 
 At times, your API may fail to process a request. This could be due to a bug in your code, a temporary issue with a third-party service, or even network issues.
diff --git a/qstash/features/flowcontrol.mdx b/qstash/features/flowcontrol.mdx
index 9394ea09..93214ec7 100644
--- a/qstash/features/flowcontrol.mdx
+++ b/qstash/features/flowcontrol.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Flow Control"
+description: Limit QStash message delivery to your endpoint with rate and parallelism controls per flow-control key, plus pause, pin, and monitor APIs.
 ---
 
 Flow Control enables you to limit the number of messages sent to your endpoint via delaying the delivery. 
diff --git a/qstash/features/queues.mdx b/qstash/features/queues.mdx
index ab8eb695..b64f830e 100644
--- a/qstash/features/queues.mdx
+++ b/qstash/features/queues.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Queues"
+description: Use QStash queues for ordered FIFO message delivery and controlled parallelism, enqueuing messages to your endpoints reliably.
 ---
 
 The queue concept in QStash allows ordered delivery (FIFO).
diff --git a/qstash/features/retry.mdx b/qstash/features/retry.mdx
index b9dd1068..937af1e8 100644
--- a/qstash/features/retry.mdx
+++ b/qstash/features/retry.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Retry"
+description: QStash automatically retries failed message deliveries with exponential backoff, plus custom retry delays, Retry-After headers, and non-retryable errors.
 ---
 
 <Warning title="Max HTTP Response Duration">
diff --git a/qstash/features/schedules.mdx b/qstash/features/schedules.mdx
index 773da305..ba862ca9 100644
--- a/qstash/features/schedules.mdx
+++ b/qstash/features/schedules.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Schedules"
+description: Schedule recurring QStash messages using cron expressions with timezone support, delivering to endpoints, URL Groups, or queues.
 ---
 
 In addition to sending a message once, you can create a schedule, and we will
diff --git a/qstash/features/security.mdx b/qstash/features/security.mdx
index 060508cb..a37617bd 100644
--- a/qstash/features/security.mdx
+++ b/qstash/features/security.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Security"
+description: Authorize QStash API requests with your token and verify incoming messages using the Upstash-Signature JWT header to secure your endpoints.
 ---
 
 ### Request Authorization
diff --git a/qstash/features/url-groups.mdx b/qstash/features/url-groups.mdx
index 9e6df815..a5659b7c 100644
--- a/qstash/features/url-groups.mdx
+++ b/qstash/features/url-groups.mdx
@@ -1,5 +1,6 @@
 ---
 title: "URL Groups"
+description: URL Groups let QStash fan out a single published message to multiple subscribed endpoints, decoupling producers from consumers.
 ---
 
 Sending messages to a single endpoint and not having to worry about retries is
diff --git a/qstash/howto/debug-logs.mdx b/qstash/howto/debug-logs.mdx
index e1439712..af4c8631 100644
--- a/qstash/howto/debug-logs.mdx
+++ b/qstash/howto/debug-logs.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Debug Logs"
+description: Understand the QStash message lifecycle and states like ACTIVE, DELIVERED, RETRY, and FAILED to debug delivery using the console Logs tab.
 ---
 
 To debug the logs, first you need to understand the different states a message can
diff --git a/qstash/howto/delete-schedule.mdx b/qstash/howto/delete-schedule.mdx
index f23b3a42..df6a8247 100644
--- a/qstash/howto/delete-schedule.mdx
+++ b/qstash/howto/delete-schedule.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Delete Schedules"
+description: Delete a QStash schedule by ID with the schedules API using cURL, TypeScript, or Python, and list schedules to find the ID.
 ---
 
 
diff --git a/qstash/howto/handling-failures.mdx b/qstash/howto/handling-failures.mdx
index e20c80c2..8bf924ef 100644
--- a/qstash/howto/handling-failures.mdx
+++ b/qstash/howto/handling-failures.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Handling Failures"
+description: Handle failed QStash message deliveries using failure callbacks and the dead letter queue to log, alert, and retry undelivered messages.
 ---
 
 Sometimes, endpoints fail due to various reasons such as network issues or server issues.
diff --git a/qstash/howto/local-development.mdx b/qstash/howto/local-development.mdx
index 5d2e4ea9..036d5cbe 100644
--- a/qstash/howto/local-development.mdx
+++ b/qstash/howto/local-development.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Local Development"
+description: Run the QStash development server locally with the CLI, npx, or Docker to test messages, schedules, and workflows without deploying a public API.
 ---
 
 QStash requires a publicly available API to send messages to.
diff --git a/qstash/howto/local-tunnel.mdx b/qstash/howto/local-tunnel.mdx
index 5ad6b7f5..6db96d0d 100644
--- a/qstash/howto/local-tunnel.mdx
+++ b/qstash/howto/local-tunnel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Local Tunnel"
+description: Expose your local API to QStash during development using a public tunnel with localtunnel.me or ngrok so messages reach your machine.
 ---
 
 QStash requires a publicly available API to send messages to. 
diff --git a/qstash/howto/multi-region.mdx b/qstash/howto/multi-region.mdx
index 9ffed200..8ba2e132 100644
--- a/qstash/howto/multi-region.mdx
+++ b/qstash/howto/multi-region.mdx
@@ -1,5 +1,6 @@
 ---
 title: Select a Region
+description: Choose between QStash EU and US regions, migrate resources between them, and configure the SDK for single-region or multi-region migration mode.
 ---
 
 ## Overview
diff --git a/qstash/howto/publishing.mdx b/qstash/howto/publishing.mdx
index ba023a5e..02079be3 100644
--- a/qstash/howto/publishing.mdx
+++ b/qstash/howto/publishing.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Publish Messages"
+description: Publish messages to any HTTP endpoint with QStash, forward custom headers, and fan out to URL Groups using cURL, TypeScript, or Python.
 ---
 
 
diff --git a/qstash/howto/readonly-token.mdx b/qstash/howto/readonly-token.mdx
index c6264e2c..63beb45a 100644
--- a/qstash/howto/readonly-token.mdx
+++ b/qstash/howto/readonly-token.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Read-only Token"
+description: Share a QStash read-only token with teammates or AI agents to view logs, messages, and schedules without allowing publishing or resource changes.
 ---
 
 You can use a read-only version of your token to safely share it with your team or AI agents.
diff --git a/qstash/howto/reset-token.mdx b/qstash/howto/reset-token.mdx
index f2858d0c..f58f9a80 100644
--- a/qstash/howto/reset-token.mdx
+++ b/qstash/howto/reset-token.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Reset Token"
+description: Reset your QStash token from the console to invalidate the current one, then update it across your applications to keep publishing messages.
 ---
 
 Your token is used to interact with the QStash API. You need it to publish
diff --git a/qstash/howto/roll-signing-keys.mdx b/qstash/howto/roll-signing-keys.mdx
index cdae7dca..9e051190 100644
--- a/qstash/howto/roll-signing-keys.mdx
+++ b/qstash/howto/roll-signing-keys.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Roll Your Signing Keys"
+description: Roll your QStash signing keys safely using the current and next key pair to rotate secrets with minimal downtime for request verification.
 ---
 
 Because your API needs to be publicly accessible from the internet, you should
diff --git a/qstash/howto/signature.mdx b/qstash/howto/signature.mdx
index e15f9e14..0b63eb09 100644
--- a/qstash/howto/signature.mdx
+++ b/qstash/howto/signature.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Verify Signatures"
+description: Verify the Upstash-Signature JWT on incoming QStash requests using the Receiver in the TypeScript, Python, and Go SDKs or with manual verification.
 ---
 
 We send a JWT with each request. This JWT is signed by your individual secret
diff --git a/qstash/howto/url-group-endpoint.mdx b/qstash/howto/url-group-endpoint.mdx
index 04bb7edc..ca19ae26 100644
--- a/qstash/howto/url-group-endpoint.mdx
+++ b/qstash/howto/url-group-endpoint.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Create URL Groups and Endpoints"
+description: Create QStash URL Groups and add endpoints through the Upstash Console or REST API using cURL, TypeScript, or Python.
 ---
 
 QStash allows you to group multiple APIs together into a single namespace,
diff --git a/qstash/howto/webhook.mdx b/qstash/howto/webhook.mdx
index d7e0b5ac..826910b7 100644
--- a/qstash/howto/webhook.mdx
+++ b/qstash/howto/webhook.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Use as Webhook Receiver"
+description: Route webhook calls through QStash as an intermediary to add retries, delays, timeouts, callbacks, and flow control using publish or URL Groups.
 ---
 
 You can configure QStash to receive and process your webhook calls.
diff --git a/qstash/integrations/anthropic.mdx b/qstash/integrations/anthropic.mdx
index 01f89e1f..71f1a8e2 100644
--- a/qstash/integrations/anthropic.mdx
+++ b/qstash/integrations/anthropic.mdx
@@ -1,5 +1,6 @@
 ---
 title: LLM with Anthropic
+description: Call Anthropic Claude models through QStash to publish, enqueue, and batch LLM requests with retries, callbacks, and long HTTP timeouts.
 ---
 
 QStash integrates smoothly with Anthropic's API, allowing you to send LLM requests and leverage QStash features like retries, callbacks, and batching. This is especially useful when working in serverless environments where LLM response times vary and traditional timeouts may be limiting. QStash provides an HTTP timeout of up to 2 hours, which is ideal for most LLM cases.
diff --git a/qstash/integrations/datadog.mdx b/qstash/integrations/datadog.mdx
index d12e93b9..3f208b43 100644
--- a/qstash/integrations/datadog.mdx
+++ b/qstash/integrations/datadog.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Datadog - Upstash QStash Integration"
+description: Connect Datadog with Upstash QStash to monitor message delivery, retries, DLQ, and schedule metrics on Datadog dashboards.
 sidebarTitle: "Datadog"
 ---
 
diff --git a/qstash/integrations/llm.mdx b/qstash/integrations/llm.mdx
index cbed033e..2d12b140 100644
--- a/qstash/integrations/llm.mdx
+++ b/qstash/integrations/llm.mdx
@@ -1,5 +1,6 @@
 ---
 title: "LLM - OpenAI"
+description: Call OpenAI and OpenAI-compatible LLM APIs through QStash to publish, enqueue, and batch chat completions with retries, callbacks, and 2-hour timeouts.
 sidebarTitle: "LLM with OpenAI"
 ---
 
diff --git a/qstash/integrations/n8n.mdx b/qstash/integrations/n8n.mdx
index 0ac1b7b3..bd348780 100644
--- a/qstash/integrations/n8n.mdx
+++ b/qstash/integrations/n8n.mdx
@@ -1,5 +1,6 @@
 ---
 title: "n8n with QStash"
+description: Call QStash from an n8n workflow by importing a QStash request as a cURL snippet into an HTTP Request node to publish, enqueue, or schedule.
 sidebarTitle: "n8n"
 ---
 
diff --git a/qstash/integrations/prometheus.mdx b/qstash/integrations/prometheus.mdx
index c4ac7591..4d0d7356 100644
--- a/qstash/integrations/prometheus.mdx
+++ b/qstash/integrations/prometheus.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Prometheus - Upstash QStash Integration"
+description: Scrape Upstash QStash metrics into Prometheus and visualize message throughput, retries, DLQ, and schedules in a Grafana dashboard.
 sidebarTitle: "Prometheus"
 ---
 
diff --git a/qstash/integrations/resend.mdx b/qstash/integrations/resend.mdx
index 957f40c2..e51e3315 100644
--- a/qstash/integrations/resend.mdx
+++ b/qstash/integrations/resend.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Email - Resend"
+description: Send transactional and batch emails through QStash using the Resend provider in the qstash-js SDK with publishJSON.
 sidebarTitle: "Emails with Resend"
 ---
 
diff --git a/qstash/misc/license.mdx b/qstash/misc/license.mdx
index f7a67b83..5a6d56c5 100644
--- a/qstash/misc/license.mdx
+++ b/qstash/misc/license.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Development Server License Agreement"
+description: License terms for the QStash development server, restricting its use to local development, testing, and CI rather than production or commercial deployment.
 ---
 
 ## 1. Purpose and Scope
diff --git a/qstash/overall/apiexamples.mdx b/qstash/overall/apiexamples.mdx
index 1d1407eb..f5ba4f1a 100644
--- a/qstash/overall/apiexamples.mdx
+++ b/qstash/overall/apiexamples.mdx
@@ -1,5 +1,6 @@
 ---
 title: "API Examples"
+description: Get started with QStash through cURL, TypeScript, and Python examples for publishing messages, scheduling, and using URL Groups.
 ---
 
 ### Use QStash via:
diff --git a/qstash/overall/changelog.mdx b/qstash/overall/changelog.mdx
index f5691f83..b14ebfc9 100644
--- a/qstash/overall/changelog.mdx
+++ b/qstash/overall/changelog.mdx
@@ -1,5 +1,6 @@
 ---
 title: Changelog
+description: Track new QStash features and updates across the server, console, and TypeScript and Python SDKs over time.
 ---
 
 <Note>
diff --git a/qstash/overall/compare.mdx b/qstash/overall/compare.mdx
index f9213bff..d9ff4ecf 100644
--- a/qstash/overall/compare.mdx
+++ b/qstash/overall/compare.mdx
@@ -1,5 +1,6 @@
 ---
 title: Compare
+description: Compare QStash with alternatives like BullMQ, Zeplo, and Quirrel to see how its serverless message queue and scheduling differ.
 ---
 
 In this section, we will compare QStash with alternative solutions.
diff --git a/qstash/overall/enterprise.mdx b/qstash/overall/enterprise.mdx
index 1b9b6ff0..1ddbff4a 100644
--- a/qstash/overall/enterprise.mdx
+++ b/qstash/overall/enterprise.mdx
@@ -1,5 +1,6 @@
 ---
 title: Prod Pack & Enterprise
+description: Upgrade Upstash QStash to Prod Pack or Enterprise for 99.99% uptime SLA, SOC-2 compliance, encryption at rest, and Prometheus and Datadog monitoring.
 ---
 
 Upstash has Prod Pack and Enterprise plans for customers with critical production workloads. Prod Pack and Enterprise plans include additional monitoring and security features in addition to higher capacity limits and more powerful resources.
diff --git a/qstash/overall/getstarted.mdx b/qstash/overall/getstarted.mdx
index da759d35..745719af 100644
--- a/qstash/overall/getstarted.mdx
+++ b/qstash/overall/getstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Getting Started"
+description: Get started with Upstash QStash, publish your first message to an HTTP endpoint, and explore background jobs, schedules, and delivery guarantees.
 ---
 
 QStash is a **serverless messaging and scheduling solution**. It fits easily into your existing workflow and allows you to build reliable systems without managing infrastructure.
diff --git a/qstash/overall/usecases.mdx b/qstash/overall/usecases.mdx
index 6db9213b..02b8b4fd 100644
--- a/qstash/overall/usecases.mdx
+++ b/qstash/overall/usecases.mdx
@@ -1,5 +1,6 @@
 ---
 title: Use Cases
+description: Explore common Upstash QStash use cases like scheduled Next.js jobs, resetting billing cycles, fanning out alerts, and delayed signup messages.
 ---
 
 TODO: andreas: rework and reenable this page after we have 2 use cases ready
diff --git a/qstash/quickstarts/aws-lambda/nodejs.mdx b/qstash/quickstarts/aws-lambda/nodejs.mdx
index 15e30f60..f58ddef5 100644
--- a/qstash/quickstarts/aws-lambda/nodejs.mdx
+++ b/qstash/quickstarts/aws-lambda/nodejs.mdx
@@ -1,5 +1,6 @@
 ---
 title: "AWS Lambda (Node)"
+description: Receive and verify QStash webhooks in a Node.js AWS Lambda function, deploying with the AWS CDK or manually using signature verification.
 ---
 
 ## Setting up a Lambda
diff --git a/qstash/quickstarts/aws-lambda/python.mdx b/qstash/quickstarts/aws-lambda/python.mdx
index 9b8dfa20..833a632d 100644
--- a/qstash/quickstarts/aws-lambda/python.mdx
+++ b/qstash/quickstarts/aws-lambda/python.mdx
@@ -1,5 +1,6 @@
 ---
 title: "AWS Lambda (Python)"
+description: Receive and verify QStash webhooks in a Python AWS Lambda function using PyJWT, then deploy and test the function on AWS.
 ---
 
 [Source Code](https://github.com/upstash/qstash-examples/tree/main/aws-lambda/python-example)
diff --git a/qstash/quickstarts/cloudflare-workers.mdx b/qstash/quickstarts/cloudflare-workers.mdx
index 663a4a4d..9c1db824 100644
--- a/qstash/quickstarts/cloudflare-workers.mdx
+++ b/qstash/quickstarts/cloudflare-workers.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Cloudflare Workers"
+description: Receive and verify QStash webhooks in a Cloudflare Worker using the Upstash QStash SDK, with Worker-level and account-level secret setup.
 ---
 
 This is a step by step guide on how to receive webhooks from QStash in your
diff --git a/qstash/quickstarts/deno-deploy.mdx b/qstash/quickstarts/deno-deploy.mdx
index fe83091d..2d91fc99 100644
--- a/qstash/quickstarts/deno-deploy.mdx
+++ b/qstash/quickstarts/deno-deploy.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Deno Deploy"
+description: Receive and verify QStash webhooks in a Deno Deploy project using the Upstash QStash Receiver and your signing keys.
 ---
 
 [Source Code](https://github.com/upstash/qstash-examples/tree/main/deno-deploy)
diff --git a/qstash/quickstarts/fly-io/go.mdx b/qstash/quickstarts/fly-io/go.mdx
index 8a1385b7..d33ee670 100644
--- a/qstash/quickstarts/fly-io/go.mdx
+++ b/qstash/quickstarts/fly-io/go.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Golang"
+description: Receive and verify QStash webhooks in a Go application deployed on Fly.io, using JWT signature verification with golang-jwt.
 ---
 
 [Source Code](https://github.com/upstash/qstash-examples/tree/main/fly.io/go)
diff --git a/qstash/quickstarts/python-vercel.mdx b/qstash/quickstarts/python-vercel.mdx
index 0e8f24b7..179f998d 100644
--- a/qstash/quickstarts/python-vercel.mdx
+++ b/qstash/quickstarts/python-vercel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Python on Vercel"
+description: Use Upstash QStash to schedule a daily Python job on Vercel that cleans up your Redis database on a cron schedule.
 ---
 
 ## Introduction
diff --git a/qstash/quickstarts/vercel-nextjs.mdx b/qstash/quickstarts/vercel-nextjs.mdx
index 59824edd..c3f1247f 100644
--- a/qstash/quickstarts/vercel-nextjs.mdx
+++ b/qstash/quickstarts/vercel-nextjs.mdx
@@ -1,5 +1,6 @@
 ---
 title: Next.js
+description: Use Upstash QStash in Next.js to run reliable background jobs with automatic retries, publishing messages and verifying signatures on Vercel.
 ---
 
 QStash is a robust message queue and task-scheduling service that integrates perfectly with Next.js. This guide will show you how to use QStash in your Next.js projects, including a quickstart and a complete example.
diff --git a/qstash/recipes/periodic-data-updates.mdx b/qstash/recipes/periodic-data-updates.mdx
index 2bbb34ff..491c2328 100644
--- a/qstash/recipes/periodic-data-updates.mdx
+++ b/qstash/recipes/periodic-data-updates.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Periodic Data Updates"
+description: Use QStash as a cron trigger for a Next.js API route that periodically fetches Bitcoin prices from an API and stores them in Redis.
 ---
 
 <Note>
diff --git a/qstash/sdks/py/examples/dlq.mdx b/qstash/sdks/py/examples/dlq.mdx
index c1e818b7..5b8ecf53 100644
--- a/qstash/sdks/py/examples/dlq.mdx
+++ b/qstash/sdks/py/examples/dlq.mdx
@@ -1,5 +1,6 @@
 ---
 title: DLQ
+description: Manage the QStash dead letter queue with the Python SDK by listing messages with cursor pagination, retrieving, and deleting DLQ messages.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/examples/events.mdx b/qstash/sdks/py/examples/events.mdx
index c4aa8347..f3d238f2 100644
--- a/qstash/sdks/py/examples/events.mdx
+++ b/qstash/sdks/py/examples/events.mdx
@@ -1,5 +1,6 @@
 ---
 title: Events
+description: List QStash events with cursor-based pagination using the Python SDK to track your published messages.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/examples/flow-control.mdx b/qstash/sdks/py/examples/flow-control.mdx
index 54fa45be..afbde78d 100644
--- a/qstash/sdks/py/examples/flow-control.mdx
+++ b/qstash/sdks/py/examples/flow-control.mdx
@@ -1,5 +1,6 @@
 ---
 title: Flow Control
+description: Manage QStash flow control keys with the Python SDK to inspect rate and parallelism, pause, resume, pin, unpin, and reset limits.
 ---
 
 #### Get a single flow control key
diff --git a/qstash/sdks/py/examples/keys.mdx b/qstash/sdks/py/examples/keys.mdx
index 0f7ebc43..cfefc787 100644
--- a/qstash/sdks/py/examples/keys.mdx
+++ b/qstash/sdks/py/examples/keys.mdx
@@ -1,5 +1,6 @@
 ---
 title: Keys
+description: Retrieve and rotate your QStash signing keys with the Python SDK to verify incoming message signatures.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/examples/messages.mdx b/qstash/sdks/py/examples/messages.mdx
index 368744cd..17e5ba14 100644
--- a/qstash/sdks/py/examples/messages.mdx
+++ b/qstash/sdks/py/examples/messages.mdx
@@ -1,5 +1,6 @@
 ---
 title: Messages
+description: Retrieve, cancel, and bulk cancel in-flight QStash messages with the Python SDK.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/examples/overview.mdx b/qstash/sdks/py/examples/overview.mdx
index 28e3f7bf..4fccf01f 100644
--- a/qstash/sdks/py/examples/overview.mdx
+++ b/qstash/sdks/py/examples/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Example usages of each method in the QStash Python SDK for publishing, scheduling, and managing messages.
 ---
 
 These are example usages of each method in the QStash SDK. You can also reference the
diff --git a/qstash/sdks/py/examples/publish.mdx b/qstash/sdks/py/examples/publish.mdx
index 402aad89..3df6c39c 100644
--- a/qstash/sdks/py/examples/publish.mdx
+++ b/qstash/sdks/py/examples/publish.mdx
@@ -1,5 +1,6 @@
 ---
 title: Publish
+description: Publish QStash messages with the Python SDK, adding delays, headers, callbacks, retries, deduplication, timeouts, and URL groups.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/examples/queues.mdx b/qstash/sdks/py/examples/queues.mdx
index 0711df17..4a978c73 100644
--- a/qstash/sdks/py/examples/queues.mdx
+++ b/qstash/sdks/py/examples/queues.mdx
@@ -1,5 +1,6 @@
 ---
 title: Queues
+description: Create, configure, pause, resume, and delete QStash queues with parallelism using the Python SDK.
 ---
 
 #### Create a queue with parallelism
diff --git a/qstash/sdks/py/examples/receiver.mdx b/qstash/sdks/py/examples/receiver.mdx
index 37c72d7c..1282316d 100644
--- a/qstash/sdks/py/examples/receiver.mdx
+++ b/qstash/sdks/py/examples/receiver.mdx
@@ -1,5 +1,6 @@
 ---
 title: Receiver
+description: Verify QStash message signatures in your request handler using the Receiver helper in the Python SDK.
 ---
 
 When receiving a message from QStash, you should [verify the signature](/qstash/howto/signature).
diff --git a/qstash/sdks/py/examples/schedules.mdx b/qstash/sdks/py/examples/schedules.mdx
index b02d8620..d9fd4c9c 100644
--- a/qstash/sdks/py/examples/schedules.mdx
+++ b/qstash/sdks/py/examples/schedules.mdx
@@ -1,5 +1,6 @@
 ---
 title: Schedules
+description: Create, list, get, pause, resume, and delete QStash cron schedules with the Python SDK, including callbacks and timeouts.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/examples/url-groups.mdx b/qstash/sdks/py/examples/url-groups.mdx
index d1336e39..a71e1327 100644
--- a/qstash/sdks/py/examples/url-groups.mdx
+++ b/qstash/sdks/py/examples/url-groups.mdx
@@ -1,5 +1,6 @@
 ---
 title: URL Groups
+description: Create, list, and manage QStash URL groups and their endpoints for fan-out delivery using the Python SDK.
 ---
 
 <Info>
diff --git a/qstash/sdks/py/gettingstarted.mdx b/qstash/sdks/py/gettingstarted.mdx
index 4f1d3b4b..14dbafc4 100644
--- a/qstash/sdks/py/gettingstarted.mdx
+++ b/qstash/sdks/py/gettingstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: Getting Started
+description: Install the QStash Python SDK and start publishing messages with synchronous and asynchronous clients and configurable retries.
 ---
 
 ## Install
diff --git a/qstash/sdks/py/overview.mdx b/qstash/sdks/py/overview.mdx
index d6afb50c..3f971375 100644
--- a/qstash/sdks/py/overview.mdx
+++ b/qstash/sdks/py/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: The QStash Python SDK for publishing, scheduling, and managing messages, URL groups, DLQ, and signature verification.
 ---
 
 `qstash` is an Python SDK for QStash, allowing for easy access to the QStash API.
diff --git a/qstash/sdks/ts/examples/dlq.mdx b/qstash/sdks/ts/examples/dlq.mdx
index b5c2452b..132a4c5b 100644
--- a/qstash/sdks/ts/examples/dlq.mdx
+++ b/qstash/sdks/ts/examples/dlq.mdx
@@ -1,5 +1,6 @@
 ---
 title: DLQ
+description: Manage the QStash dead letter queue with the TypeScript SDK by listing, filtering, deleting, and retrying DLQ messages.
 ---
 
 #### Get all messages with pagination using cursor
diff --git a/qstash/sdks/ts/examples/flow-control.mdx b/qstash/sdks/ts/examples/flow-control.mdx
index 2a7ad527..8d1f83eb 100644
--- a/qstash/sdks/ts/examples/flow-control.mdx
+++ b/qstash/sdks/ts/examples/flow-control.mdx
@@ -1,5 +1,6 @@
 ---
 title: Flow Control
+description: Manage QStash flow control keys with the TypeScript SDK to inspect rate and parallelism, pause, resume, pin, unpin, and reset limits.
 ---
 
 #### Get a single flow control key
diff --git a/qstash/sdks/ts/examples/logs.mdx b/qstash/sdks/ts/examples/logs.mdx
index 611d1b0d..f3e16905 100644
--- a/qstash/sdks/ts/examples/logs.mdx
+++ b/qstash/sdks/ts/examples/logs.mdx
@@ -1,5 +1,6 @@
 ---
 title: Logs
+description: Retrieve QStash logs with the TypeScript SDK using cursor pagination, state filters, and message ID lookups.
 ---
 
 #### Get all logs with pagination using cursor
diff --git a/qstash/sdks/ts/examples/messages.mdx b/qstash/sdks/ts/examples/messages.mdx
index 6b407694..1c7ac77e 100644
--- a/qstash/sdks/ts/examples/messages.mdx
+++ b/qstash/sdks/ts/examples/messages.mdx
@@ -1,5 +1,6 @@
 ---
 title: Messages
+description: Retrieve, cancel, and bulk cancel in-flight QStash messages with filters using the TypeScript SDK.
 ---
 
 Messages are removed from the database shortly after they're delivered, so you
diff --git a/qstash/sdks/ts/examples/overview.mdx b/qstash/sdks/ts/examples/overview.mdx
index 34b11383..9ae35304 100644
--- a/qstash/sdks/ts/examples/overview.mdx
+++ b/qstash/sdks/ts/examples/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Example usages of each method in the QStash TypeScript SDK for publishing, scheduling, and managing messages.
 ---
 
 These are example usages of each method in the QStash SDK. You can also reference the
diff --git a/qstash/sdks/ts/examples/publish.mdx b/qstash/sdks/ts/examples/publish.mdx
index ac356946..9dca53f0 100644
--- a/qstash/sdks/ts/examples/publish.mdx
+++ b/qstash/sdks/ts/examples/publish.mdx
@@ -1,5 +1,6 @@
 ---
 title: Publish
+description: Publish QStash messages with the TypeScript SDK, adding delays, headers, callbacks, retries, deduplication, timeouts, and URL groups.
 ---
 
 #### Publish to a URL with a 3 second delay and headers/body
diff --git a/qstash/sdks/ts/examples/queues.mdx b/qstash/sdks/ts/examples/queues.mdx
index ed790a2b..c266d4d6 100644
--- a/qstash/sdks/ts/examples/queues.mdx
+++ b/qstash/sdks/ts/examples/queues.mdx
@@ -1,5 +1,6 @@
 ---
 title: Queues
+description: Create, configure, pause, resume, and delete QStash queues with parallelism using the TypeScript SDK.
 ---
 
 #### Create a queue with parallelism 2
diff --git a/qstash/sdks/ts/examples/receiver.mdx b/qstash/sdks/ts/examples/receiver.mdx
index 908c8e56..64d2d050 100644
--- a/qstash/sdks/ts/examples/receiver.mdx
+++ b/qstash/sdks/ts/examples/receiver.mdx
@@ -1,5 +1,6 @@
 ---
 title: Receiver
+description: Verify QStash message signatures in your request handler using the Receiver helper in the TypeScript SDK.
 ---
 
 When receiving a message from QStash, you should [verify the signature](/qstash/howto/signature).
diff --git a/qstash/sdks/ts/examples/schedules.mdx b/qstash/sdks/ts/examples/schedules.mdx
index abe1e8ab..46e90fa7 100644
--- a/qstash/sdks/ts/examples/schedules.mdx
+++ b/qstash/sdks/ts/examples/schedules.mdx
@@ -1,5 +1,6 @@
 ---
 title: Schedules
+description: Create, list, get, pause, resume, and delete QStash cron schedules with the TypeScript SDK, including callbacks and timeouts.
 ---
 
 #### Create a schedule that runs every 5 minutes
diff --git a/qstash/sdks/ts/examples/url-groups.mdx b/qstash/sdks/ts/examples/url-groups.mdx
index c2bea6ba..5f8c8d1c 100644
--- a/qstash/sdks/ts/examples/url-groups.mdx
+++ b/qstash/sdks/ts/examples/url-groups.mdx
@@ -1,5 +1,6 @@
 ---
 title: URL Groups
+description: Create, list, and manage QStash URL groups and their endpoints for fan-out delivery using the TypeScript SDK.
 ---
 
 #### Create a URL Group and add 2 endpoints
diff --git a/qstash/sdks/ts/gettingstarted.mdx b/qstash/sdks/ts/gettingstarted.mdx
index f0d4ffa1..834c9514 100644
--- a/qstash/sdks/ts/gettingstarted.mdx
+++ b/qstash/sdks/ts/gettingstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: Getting Started
+description: Install the QStash TypeScript SDK, configure the client and retries, and run a local dev server for testing.
 ---
 
 ## Install
diff --git a/qstash/sdks/ts/overview.mdx b/qstash/sdks/ts/overview.mdx
index 0714bc89..843ad3d7 100644
--- a/qstash/sdks/ts/overview.mdx
+++ b/qstash/sdks/ts/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: The QStash TypeScript SDK for publishing, scheduling, and managing messages, URL groups, DLQ, and signature verification.
 ---
 
 `@upstash/qstash` is a Typescript SDK for QStash, allowing for easy access to the QStash API.
diff --git a/redis/features/auto-upgrade.mdx b/redis/features/auto-upgrade.mdx
index e245a26a..5e17c32b 100644
--- a/redis/features/auto-upgrade.mdx
+++ b/redis/features/auto-upgrade.mdx
@@ -1,5 +1,6 @@
 ---
 title: Auto Upgrade
+description: Auto Upgrade automatically moves your Upstash Redis database to a higher plan when you hit bandwidth or storage limits, preventing throttling and downtime.
 ---
 
 By default, Upstash will apply usage limits based on your current plan. When you reach these limits, behavior depends on the specific limit type - bandwidth limits will throttle your traffic, while storage limits will reject new write operations. However, Upstash offers an Auto Upgrade feature that automatically upgrades your database to the next higher plan when you reach your usage limits, ensuring uninterrupted service.
diff --git a/redis/features/backup.mdx b/redis/features/backup.mdx
index 1f7660a7..7798a00f 100644
--- a/redis/features/backup.mdx
+++ b/redis/features/backup.mdx
@@ -1,5 +1,6 @@
 ---
 title: Backup/Restore
+description: Create immediate or scheduled daily backups of your Upstash Redis database and restore data to any database in your account or team.
 ---
 
 You can create backups of your Redis database and restore them when needed. Backups allow you to preserve your data and recover it to any database in your account or team.
diff --git a/redis/features/consistency.mdx b/redis/features/consistency.mdx
index 720124c0..a11d5d37 100644
--- a/redis/features/consistency.mdx
+++ b/redis/features/consistency.mdx
@@ -1,5 +1,6 @@
 ---
 title: Consistency
+description: How Upstash Redis uses leader-based replication to provide eventual and causal consistency guarantees for reads and writes.
 ---
 
 Upstash utilizes a leader-based replication mechanism. Under this mechanism,
diff --git a/redis/features/credential-protection.mdx b/redis/features/credential-protection.mdx
index a86e4ce9..4ba0ab48 100644
--- a/redis/features/credential-protection.mdx
+++ b/redis/features/credential-protection.mdx
@@ -1,5 +1,6 @@
 ---
 title: Credential Protection
+description: Credential Protection keeps Upstash Redis database credentials out of Upstash infrastructure, exposing them only once at generation for stronger security.
 ---
 
 Enabling Credential Protection ensures your database credentials are never stored within Upstash infrastructure. This enhances security by making credentials accessible only once—at the moment they are generated.
diff --git a/redis/features/eviction.mdx b/redis/features/eviction.mdx
index 964bceba..d58dab02 100644
--- a/redis/features/eviction.mdx
+++ b/redis/features/eviction.mdx
@@ -1,5 +1,6 @@
 ---
 title: Eviction
+description: Enable eviction on Upstash Redis to automatically remove older data when the maximum size limit is reached, ideal for caching workloads.
 ---
 
 By default eviction is disabled, and Upstash Redis will reject write operations once the maximum data size
diff --git a/redis/features/globaldatabase.mdx b/redis/features/globaldatabase.mdx
index 7ea828cd..11668d9d 100644
--- a/redis/features/globaldatabase.mdx
+++ b/redis/features/globaldatabase.mdx
@@ -1,5 +1,6 @@
 ---
 title: Global Database
+description: Upstash Redis Global Database replicates data across multiple regions with a primary and read regions to deliver low read latency worldwide.
 ---
 
 <Snippet
diff --git a/redis/features/replication.mdx b/redis/features/replication.mdx
index e0ca80b2..68d3ddb1 100644
--- a/redis/features/replication.mdx
+++ b/redis/features/replication.mdx
@@ -1,5 +1,6 @@
 ---
 title: Replication
+description: How Upstash Redis replication uses primary and read replicas to deliver high availability, better scalability, and multi-zone resilience.
 ---
 
 Replication is enabled for all paid Upstash databases. The data is replicated to
diff --git a/redis/features/restapi.mdx b/redis/features/restapi.mdx
index 490e10f3..3879dc5a 100644
--- a/redis/features/restapi.mdx
+++ b/redis/features/restapi.mdx
@@ -1,5 +1,6 @@
 ---
 title: REST API
+description: Access Upstash Redis over HTTP with the REST API, including commands, pipelining, transactions, pub/sub, auth tokens, and response formats.
 ---
 
 REST API enables you to access your Upstash database using REST.
diff --git a/redis/features/security.mdx b/redis/features/security.mdx
index 09c825ae..e6f44d76 100644
--- a/redis/features/security.mdx
+++ b/redis/features/security.mdx
@@ -1,5 +1,6 @@
 ---
 title: Security
+description: Secure your Upstash Redis database with TLS, Redis ACL, encryption at rest, IP allowlisting, VPC peering, and AWS Private Link.
 ---
 
 Upstash has a set of features to help you secure your data. We will list them
diff --git a/redis/help/compliance.mdx b/redis/help/compliance.mdx
index 95bf13eb..de330d9f 100755
--- a/redis/help/compliance.mdx
+++ b/redis/help/compliance.mdx
@@ -1,5 +1,6 @@
 ---
 title: Compliance
+description: Upstash Redis compliance details covering SOC 2, GDPR, HIPAA, and PCI, plus backups, encryption, and legal and security documents.
 ---
 
 ## Upstash Legal & Security Documents
diff --git a/redis/help/faq.mdx b/redis/help/faq.mdx
index 06837a65..50a6abbe 100755
--- a/redis/help/faq.mdx
+++ b/redis/help/faq.mdx
@@ -1,5 +1,6 @@
 ---
 title: Frequently Asked Questions
+description: Frequently asked questions about Upstash Redis covering serverless pricing, supported regions and clients, persistence, limits, and data safety.
 ---
 
 ## What is Upstash Redis?
diff --git a/redis/help/integration.mdx b/redis/help/integration.mdx
index 869b8a80..5b2a10b1 100644
--- a/redis/help/integration.mdx
+++ b/redis/help/integration.mdx
@@ -1,5 +1,6 @@
 ---
 title: Integration with Third Parties & Partnerships
+description: Integrate Upstash into your platform with OAuth 2.0 so users can create and manage Redis, Vector, and QStash databases without leaving your app.
 ---
 
 <Frame>
diff --git a/redis/help/legal.mdx b/redis/help/legal.mdx
index 2c9bf8dd..2ab2f202 100755
--- a/redis/help/legal.mdx
+++ b/redis/help/legal.mdx
@@ -1,5 +1,6 @@
 ---
 title: Legal
+description: Upstash legal documents including the Terms of Service, Privacy Policy, and list of subcontractors.
 ---
 
 ## Upstash Legal Documents
diff --git a/redis/help/managing-healthcare-data.mdx b/redis/help/managing-healthcare-data.mdx
index df6110e4..fbd37b52 100644
--- a/redis/help/managing-healthcare-data.mdx
+++ b/redis/help/managing-healthcare-data.mdx
@@ -1,5 +1,6 @@
 ---
 title: Managing Healthcare Data
+description: Store and process Protected Health Information (PHI) on Upstash Redis with BAAs, HIPAA databases, encryption, MFA, and access controls.
 ---
 
 You can use Upstash Redis to store and process Protected Health Information (PHI). You are responsible for the following:
diff --git a/redis/help/production-checklist.mdx b/redis/help/production-checklist.mdx
index a9c1ec32..ea458b21 100644
--- a/redis/help/production-checklist.mdx
+++ b/redis/help/production-checklist.mdx
@@ -1,5 +1,6 @@
 ---
 title: Production Checklist
+description: Essential checklist to secure and optimize your Upstash Redis database for production, covering Prod Pack, backups, ACL, IP allowlist, and monitoring.
 ---
 
 This checklist provides essential recommendations for securing and optimizing your Upstash databases for production workloads.
diff --git a/redis/help/shared-responsibility-model.mdx b/redis/help/shared-responsibility-model.mdx
index 67c3e862..a9dd495e 100644
--- a/redis/help/shared-responsibility-model.mdx
+++ b/redis/help/shared-responsibility-model.mdx
@@ -1,5 +1,6 @@
 ---
 title: Shared Responsibility Model
+description: Understand the security and operational responsibilities split between Upstash and customers when running Upstash Redis in production.
 ---
 
 The Shared Responsibility Model defines the security and operational responsibilities between Upstash and our customers when using Upstash Redis. This model ensures clarity in who is responsible for what aspects of security, compliance, and operations.
diff --git a/redis/help/support.mdx b/redis/help/support.mdx
index 75464468..6b9c51df 100644
--- a/redis/help/support.mdx
+++ b/redis/help/support.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Support & Contact Us"
+description: Get help with Upstash Redis through the Discord community, email support, and professional support from the Upstash team.
 ---
 
 ## Community
diff --git a/redis/help/uptime.mdx b/redis/help/uptime.mdx
index cad380be..8ac08403 100755
--- a/redis/help/uptime.mdx
+++ b/redis/help/uptime.mdx
@@ -1,5 +1,6 @@
 ---
 title: Uptime Monitor
+description: Track Upstash Redis uptime and regional latencies using the Upstash status page and latency monitoring page.
 ---
 
 ## Status Page
diff --git a/redis/howto/connect-client.mdx b/redis/howto/connect-client.mdx
index c1524b2a..5bca6d61 100755
--- a/redis/howto/connect-client.mdx
+++ b/redis/howto/connect-client.mdx
@@ -1,5 +1,6 @@
 ---
 title: Connect Your Client
+description: Connect to Upstash Redis from any language with code examples for @upstash/redis, ioredis, redis-py, Jedis, phpredis, and redigo.
 ---
 
 Upstash works with Redis® API, that means you can use any Redis client with
diff --git a/redis/howto/connect-with-upstash-redis.mdx b/redis/howto/connect-with-upstash-redis.mdx
index 221eac26..d1e2a476 100755
--- a/redis/howto/connect-with-upstash-redis.mdx
+++ b/redis/howto/connect-with-upstash-redis.mdx
@@ -1,5 +1,6 @@
 ---
 title: Connect with @upstash/redis
+description: Connect to Upstash Redis using the HTTP-based @upstash/redis client, ideal for serverless functions, Cloudflare Workers, and edge environments.
 ---
 
 [@upstash/redis](https://github.com/upstash/redis-js)
diff --git a/redis/howto/datadog.mdx b/redis/howto/datadog.mdx
index a8bbb276..66dcb7b6 100755
--- a/redis/howto/datadog.mdx
+++ b/redis/howto/datadog.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Datadog - Upstash Redis Integration"
+description: Connect your Datadog account to Upstash Redis to monitor Pro and Enterprise database metrics in your Datadog dashboards.
 sidebarTitle: "Datadog"
 ---
 
diff --git a/redis/howto/emqxintegration.mdx b/redis/howto/emqxintegration.mdx
index 928f714e..93bd02fb 100755
--- a/redis/howto/emqxintegration.mdx
+++ b/redis/howto/emqxintegration.mdx
@@ -1,5 +1,6 @@
 ---
 title: "EMQX - Upstash Redis Integration"
+description: Stream MQTT data from EMQX Cloud into Upstash Redis using data integration rules to store IoT temperature and humidity messages.
 sidebarTitle: "EMQX"
 ---
 
diff --git a/redis/howto/getstartedawslambda.mdx b/redis/howto/getstartedawslambda.mdx
index 031f8c76..7e1b29de 100755
--- a/redis/howto/getstartedawslambda.mdx
+++ b/redis/howto/getstartedawslambda.mdx
@@ -1,5 +1,6 @@
 ---
 title: Get Started with AWS Lambda
+description: Connect an AWS Lambda function to Upstash Redis with a step-by-step Node.js tutorial, plus tips on serverless connection handling.
 ---
 
 You can connect to Upstash database from your Lambda functions using your
diff --git a/redis/howto/getstartedcloudflareworkers.mdx b/redis/howto/getstartedcloudflareworkers.mdx
index 554df643..a91a631b 100755
--- a/redis/howto/getstartedcloudflareworkers.mdx
+++ b/redis/howto/getstartedcloudflareworkers.mdx
@@ -1,5 +1,6 @@
 ---
 title: Get Started with Cloudflare Workers
+description: Build a Cloudflare Workers edge function that reads from Upstash Redis over REST to serve location-based greetings using @upstash/redis.
 ---
 
 This tutorial showcases using Redis with REST API in Cloudflare Workers. We will
diff --git a/redis/howto/getstartedgooglecloudfunctions.mdx b/redis/howto/getstartedgooglecloudfunctions.mdx
index f48c77ff..4d535bdd 100755
--- a/redis/howto/getstartedgooglecloudfunctions.mdx
+++ b/redis/howto/getstartedgooglecloudfunctions.mdx
@@ -1,5 +1,6 @@
 ---
 title: Get Started with Google Cloud Functions
+description: Deploy a Google Cloud Function that connects to Upstash Redis with ioredis to increment and return a page view counter.
 ---
 
 ### Prerequisites:
diff --git a/redis/howto/importexport.mdx b/redis/howto/importexport.mdx
index 8ed8bf1c..acdb5dd8 100755
--- a/redis/howto/importexport.mdx
+++ b/redis/howto/importexport.mdx
@@ -1,5 +1,6 @@
 ---
 title: Import/Export Data
+description: Import data into Upstash Redis from a backup or RDB file, and export your database as an RDB file for backup or migration.
 ---
 
 ## Importing Data
diff --git a/redis/howto/ioredisnote.mdx b/redis/howto/ioredisnote.mdx
index f02c3a0f..c639daa5 100644
--- a/redis/howto/ioredisnote.mdx
+++ b/redis/howto/ioredisnote.mdx
@@ -1,5 +1,6 @@
 ---
 title: ioredis note
+description: Reusable note reminding you to copy the ioredis connection string from the Node tab in the Upstash Console.
 ---
 
 <Note>
diff --git a/redis/howto/ipallowlist.mdx b/redis/howto/ipallowlist.mdx
index e1f7538c..05c8df5d 100755
--- a/redis/howto/ipallowlist.mdx
+++ b/redis/howto/ipallowlist.mdx
@@ -1,5 +1,6 @@
 ---
 title: Use IP Allowlist
+description: Restrict access to your Upstash Redis database by allowing connections only from specified IPv4 addresses or CIDR blocks.
 ---
 
 <Info>
diff --git a/redis/howto/keyspacenotifications.mdx b/redis/howto/keyspacenotifications.mdx
index e1ad76ab..3947e149 100644
--- a/redis/howto/keyspacenotifications.mdx
+++ b/redis/howto/keyspacenotifications.mdx
@@ -1,5 +1,6 @@
 ---
 title: Listen Keyspace Notifications
+description: Enable and listen for Upstash Redis keyspace and keyevent notifications over pubsub channels using the notify-keyspace-events config.
 ---
 
 Upstash allows you to listen for keyspace notifications over pubsub channels to 
diff --git a/redis/howto/metrics-and-charts.mdx b/redis/howto/metrics-and-charts.mdx
index edbc8c9d..2515cb11 100755
--- a/redis/howto/metrics-and-charts.mdx
+++ b/redis/howto/metrics-and-charts.mdx
@@ -1,5 +1,6 @@
 ---
 title: Metrics and Charts
+description: Understand the Upstash Console metrics and charts for Redis, including throughput, latency, data size, connections, keyspace, and hit rates.
 ---
 
 The Upstash Console exposes metrics in two places: the database list, and the detail page of a single database. This page explains what each chart shows.
diff --git a/redis/howto/migratefromregionaltoglobal.mdx b/redis/howto/migratefromregionaltoglobal.mdx
index 4cc39ce7..c365e78c 100755
--- a/redis/howto/migratefromregionaltoglobal.mdx
+++ b/redis/howto/migratefromregionaltoglobal.mdx
@@ -1,5 +1,6 @@
 ---
 title: Migrate Regional to Global Database
+description: Migrate your data from a legacy regional Upstash Redis database to a global database using backup and restore in the Upstash Console.
 ---
 
 This guide will help you migrate your data from a regional Upstash Redis database to a global database.
diff --git a/redis/howto/monitoryourusage.mdx b/redis/howto/monitoryourusage.mdx
index e49e3d61..315d0ca1 100644
--- a/redis/howto/monitoryourusage.mdx
+++ b/redis/howto/monitoryourusage.mdx
@@ -1,5 +1,6 @@
 ---
 title: Monitor your usage
+description: Use the Redis MONITOR command with ioredis to watch all requests processed by your Upstash Redis instance in real time.
 ---
 
 We support the Redis `MONITOR` command, a debugging command that allows you to see all requests processed by your Redis instance in real-time.
diff --git a/redis/howto/readyourwrites.mdx b/redis/howto/readyourwrites.mdx
index f7235ba6..ab2a2602 100644
--- a/redis/howto/readyourwrites.mdx
+++ b/redis/howto/readyourwrites.mdx
@@ -1,5 +1,6 @@
 ---
 title: Read Your Writes
+description: Ensure read-your-writes consistency in Upstash Redis using sync tokens, handled automatically by the TypeScript and Python SDKs or via REST headers.
 ---
 
 The "Read Your Writes" feature in Upstash Redis ensures that write operations are completed before subsequent read operations occur, maintaining data consistency in your application.
diff --git a/redis/howto/terraformprovider.mdx b/redis/howto/terraformprovider.mdx
index 17a910ea..7d08c064 100755
--- a/redis/howto/terraformprovider.mdx
+++ b/redis/howto/terraformprovider.mdx
@@ -1,5 +1,6 @@
 ---
 title: Terraform Provider
+description: Use the Upstash Terraform provider to create and manage Redis databases as code and output their connection credentials.
 ---
 
 You can use Upstash terraform provider to create your resources. API key is
diff --git a/redis/howto/upgrade-database.mdx b/redis/howto/upgrade-database.mdx
index bb8cb877..89e8c86b 100755
--- a/redis/howto/upgrade-database.mdx
+++ b/redis/howto/upgrade-database.mdx
@@ -1,5 +1,6 @@
 ---
 title: Upgrade Your Database
+description: Upgrade your Upstash Redis database from the free tier to the pay-as-you-go plan by adding a payment method to raise usage limits.
 ---
 
 The free tier has limits on monthly commands, data size, and the number of databases per account. See the [pricing page](https://upstash.com/pricing/redis) for the current values.
diff --git a/redis/howto/vercelintegration.mdx b/redis/howto/vercelintegration.mdx
index f864fa17..c8d1174a 100755
--- a/redis/howto/vercelintegration.mdx
+++ b/redis/howto/vercelintegration.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Vercel - Upstash Redis Integration"
+description: Integrate Upstash Redis, Vector, Search, or QStash with your Vercel project and inject connection credentials as environment variables.
 sidebarTitle: "Vercel"
 ---
 
diff --git a/redis/integrations/bullmq.mdx b/redis/integrations/bullmq.mdx
index 644fcf16..9fea5e1d 100644
--- a/redis/integrations/bullmq.mdx
+++ b/redis/integrations/bullmq.mdx
@@ -1,5 +1,6 @@
 ---
 title: "BullMQ with Upstash Redis"
+description: Use BullMQ and Bull with Upstash Redis to run Node.js job queues, with install steps, a connection example, and billing optimization tips.
 sidebarTitle: "BullMQ"
 ---
 
diff --git a/redis/integrations/celery.mdx b/redis/integrations/celery.mdx
index 1359e8db..aa5aff4d 100644
--- a/redis/integrations/celery.mdx
+++ b/redis/integrations/celery.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Celery with Upstash Redis"
+description: Use Celery with Upstash Redis as broker and result backend to build scalable, serverless Python task queues.
 sidebarTitle: "Celery"
 ---
 
diff --git a/redis/integrations/drizzle.mdx b/redis/integrations/drizzle.mdx
index f3e7f8bc..36e434bc 100644
--- a/redis/integrations/drizzle.mdx
+++ b/redis/integrations/drizzle.mdx
@@ -1,5 +1,6 @@
 ---
 title: "DrizzleORM with Upstash Redis"
+description: Cache Drizzle ORM queries with Upstash Redis using the upstashCache helper, with per-query and global caching plus automatic invalidation.
 sidebarTitle: "DrizzleORM"
 ---
 
diff --git a/redis/integrations/n8n.mdx b/redis/integrations/n8n.mdx
index 9276ac76..13013a43 100644
--- a/redis/integrations/n8n.mdx
+++ b/redis/integrations/n8n.mdx
@@ -1,5 +1,6 @@
 ---
 title: "n8n with Upstash Redis"
+description: Connect an n8n Redis node to Upstash Redis to store data in automation workflows, with a step-by-step visit counter example.
 sidebarTitle: "n8n"
 ---
 
diff --git a/redis/integrations/prometheus.mdx b/redis/integrations/prometheus.mdx
index 8be55998..d833208b 100755
--- a/redis/integrations/prometheus.mdx
+++ b/redis/integrations/prometheus.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Prometheus - Upstash Redis Integration"
+description: Monitor your Upstash Redis database with Prometheus and Grafana using the monitoring token, data source setup, and federation.
 sidebarTitle: "Prometheus"
 ---
 
diff --git a/redis/integrations/ratelimit/strapi/configurations.mdx b/redis/integrations/ratelimit/strapi/configurations.mdx
index d10b1e34..d833ec5a 100644
--- a/redis/integrations/ratelimit/strapi/configurations.mdx
+++ b/redis/integrations/ratelimit/strapi/configurations.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Configure Upstash Ratelimit Strapi Plugin"
+description: Configure the Upstash Ratelimit Strapi plugin with rate limit algorithms, tokens, windows, identifier sources, and per-route strategies.
 sidebarTitle: "Configurations"
 ---
 
diff --git a/redis/integrations/ratelimit/strapi/getting-started.mdx b/redis/integrations/ratelimit/strapi/getting-started.mdx
index 3ddebb64..57602add 100644
--- a/redis/integrations/ratelimit/strapi/getting-started.mdx
+++ b/redis/integrations/ratelimit/strapi/getting-started.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Upstash Ratelimit Strapi Integration"
+description: Protect your Strapi APIs from abuse with the Upstash Ratelimit plugin, powered by HTTP and Redis based rate limiting.
 sidebarTitle: "Getting Started"
 ---
 
diff --git a/redis/integrations/replit-templates.mdx b/redis/integrations/replit-templates.mdx
index 1584a8a8..d2e028cc 100644
--- a/redis/integrations/replit-templates.mdx
+++ b/redis/integrations/replit-templates.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Replit Templates"
+description: Explore Replit templates showcasing Upstash Redis and Vector for caching, rate limiting, real-time chat, RAG, and vector search.
 ---
 
 ## Overview
diff --git a/redis/integrations/sidekiq.mdx b/redis/integrations/sidekiq.mdx
index 0eeea51f..4a1993f0 100644
--- a/redis/integrations/sidekiq.mdx
+++ b/redis/integrations/sidekiq.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Sidekiq with Upstash Redis"
+description: Use Sidekiq with Upstash Redis to run Ruby background job queues, with a worker example and billing optimization tips.
 sidebarTitle: "Sidekiq"
 ---
 
diff --git a/redis/overall/changelog.mdx b/redis/overall/changelog.mdx
index 18b61581..d3b802a2 100644
--- a/redis/overall/changelog.mdx
+++ b/redis/overall/changelog.mdx
@@ -1,5 +1,6 @@
 ---
 title: Changelog
+description: Upstash Redis changelog tracking new commands, features, regions, and REST API updates over time.
 ---
 
 <Update label="March 2026">
diff --git a/redis/overall/compare.mdx b/redis/overall/compare.mdx
index 306703f5..ea5862f5 100755
--- a/redis/overall/compare.mdx
+++ b/redis/overall/compare.mdx
@@ -1,5 +1,6 @@
 ---
 title: Compare
+description: Compare Upstash Redis with ElastiCache, MemoryDB, Redis Labs, DynamoDB, and FaunaDB on serverless pricing, latency, and portability.
 ---
 
 In this section, we will compare Upstash with alternative cloud based solutions.
diff --git a/redis/overall/compatibility.mdx b/redis/overall/compatibility.mdx
index 45179eff..5000f36d 100755
--- a/redis/overall/compatibility.mdx
+++ b/redis/overall/compatibility.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Redis® API Compatibility: supported commands, modules, and protocols"
+description: Upstash Redis API compatibility reference listing supported Redis commands, modules, and protocols across native TCP and REST.
 sidebarTitle: "Compatibility"
 ---
 
diff --git a/redis/overall/enterprise.mdx b/redis/overall/enterprise.mdx
index 1938b0fc..aaba63c5 100755
--- a/redis/overall/enterprise.mdx
+++ b/redis/overall/enterprise.mdx
@@ -1,5 +1,6 @@
 ---
 title: Prod Pack & Enterprise
+description: Upstash Redis Prod Pack and Enterprise plans add uptime SLA, SOC 2, multi-zone HA, encryption, monitoring, SSO, and custom limits.
 ---
 
 
diff --git a/redis/overall/usecases.mdx b/redis/overall/usecases.mdx
index 371f92c4..dead400b 100755
--- a/redis/overall/usecases.mdx
+++ b/redis/overall/usecases.mdx
@@ -1,5 +1,6 @@
 ---
 title: Use Cases
+description: Common Upstash Redis use cases including caching, rate limiting, queues, pub/sub, leaderboards, full-text search, and AI agent memory.
 ---
 
 The data store behind Upstash is [compatible](/redis/overall/compatibility)
diff --git a/redis/quickstarts/aws-lambda.mdx b/redis/quickstarts/aws-lambda.mdx
index 5907802e..7bd8d801 100644
--- a/redis/quickstarts/aws-lambda.mdx
+++ b/redis/quickstarts/aws-lambda.mdx
@@ -1,5 +1,6 @@
 ---
 title: "AWS Lambda"
+description: Connect Upstash Redis to an AWS Lambda function deployed with the AWS CDK in TypeScript.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/azure-functions.mdx b/redis/quickstarts/azure-functions.mdx
index f6d6404b..9321373a 100644
--- a/redis/quickstarts/azure-functions.mdx
+++ b/redis/quickstarts/azure-functions.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Azure Functions"
+description: Build a serverless Azure Function that reads and writes data using an Upstash Redis database.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/cloudflareworkers.mdx b/redis/quickstarts/cloudflareworkers.mdx
index eb80e174..bab864b6 100755
--- a/redis/quickstarts/cloudflareworkers.mdx
+++ b/redis/quickstarts/cloudflareworkers.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Cloudflare Workers"
+description: Use Upstash Redis from a Cloudflare Workers edge function for low-latency key-value access worldwide.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/deno-deploy.mdx b/redis/quickstarts/deno-deploy.mdx
index 610aaad6..e6811d3d 100644
--- a/redis/quickstarts/deno-deploy.mdx
+++ b/redis/quickstarts/deno-deploy.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Deno Deploy"
+description: Build a page view counter on Deno Deploy backed by an Upstash Redis database.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/digitalocean.mdx b/redis/quickstarts/digitalocean.mdx
index c169dd14..5dd765d3 100755
--- a/redis/quickstarts/digitalocean.mdx
+++ b/redis/quickstarts/digitalocean.mdx
@@ -1,5 +1,6 @@
 ---
 title: "DigitalOcean"
+description: Connect Upstash Redis to your DigitalOcean apps and migrate off the deprecated DigitalOcean integration.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/django.mdx b/redis/quickstarts/django.mdx
index e0536a5f..3005e01d 100644
--- a/redis/quickstarts/django.mdx
+++ b/redis/quickstarts/django.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Django"
+description: Build a Django web app in Python that increments an Upstash Redis counter on every homepage visit.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/fastapi.mdx b/redis/quickstarts/fastapi.mdx
index 7421ffbf..13c2dfc5 100644
--- a/redis/quickstarts/fastapi.mdx
+++ b/redis/quickstarts/fastapi.mdx
@@ -1,5 +1,6 @@
 ---
 title: "FastAPI"
+description: Build a FastAPI application in Python that stores and retrieves data using Upstash Redis.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/fastlycompute.mdx b/redis/quickstarts/fastlycompute.mdx
index d184854a..ab01da48 100755
--- a/redis/quickstarts/fastlycompute.mdx
+++ b/redis/quickstarts/fastlycompute.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Fastly"
+description: Use Upstash Redis from a Fastly Compute edge application for fast, global key-value storage.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/flask.mdx b/redis/quickstarts/flask.mdx
index 8e8cf3b0..e0b5bc63 100644
--- a/redis/quickstarts/flask.mdx
+++ b/redis/quickstarts/flask.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Flask"
+description: Build a Flask web app in Python that increments an Upstash Redis counter on each homepage visit.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/fly.mdx b/redis/quickstarts/fly.mdx
index 3fdea857..0ffffacc 100755
--- a/redis/quickstarts/fly.mdx
+++ b/redis/quickstarts/fly.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Fly.io"
+description: Connect Upstash Redis to applications running on the Fly.io platform for global key-value storage.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/google-cloud-functions.mdx b/redis/quickstarts/google-cloud-functions.mdx
index cb955e50..0b21d34e 100644
--- a/redis/quickstarts/google-cloud-functions.mdx
+++ b/redis/quickstarts/google-cloud-functions.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Google Cloud Functions"
+description: Build a serverless Google Cloud Function that reads and writes data using Upstash Redis.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/ion.mdx b/redis/quickstarts/ion.mdx
index c3cf1fce..e2228e00 100644
--- a/redis/quickstarts/ion.mdx
+++ b/redis/quickstarts/ion.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Ion"
+description: Provision and use Upstash Redis in an SST Ion app deployed to AWS with TypeScript.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/ioredisnote.mdx b/redis/quickstarts/ioredisnote.mdx
index f02c3a0f..b55c1069 100644
--- a/redis/quickstarts/ioredisnote.mdx
+++ b/redis/quickstarts/ioredisnote.mdx
@@ -1,5 +1,6 @@
 ---
 title: ioredis note
+description: Connect to Upstash Redis with ioredis using the connection string from the Node tab in the console.
 ---
 
 <Note>
diff --git a/redis/quickstarts/koyeb.mdx b/redis/quickstarts/koyeb.mdx
index 58194721..1f6bda7a 100644
--- a/redis/quickstarts/koyeb.mdx
+++ b/redis/quickstarts/koyeb.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Koyeb"
+description: Connect an Upstash Redis database as a cache to a Node.js application deployed on Koyeb.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/laravel.mdx b/redis/quickstarts/laravel.mdx
index 6a8fd261..6e09336f 100644
--- a/redis/quickstarts/laravel.mdx
+++ b/redis/quickstarts/laravel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Laravel"
+description: Use Upstash Redis as the cache and data store for a PHP Laravel application.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/nextjs-app-router.mdx b/redis/quickstarts/nextjs-app-router.mdx
index 9123c88f..cb1cd297 100644
--- a/redis/quickstarts/nextjs-app-router.mdx
+++ b/redis/quickstarts/nextjs-app-router.mdx
@@ -1,5 +1,6 @@
 ---
 title: "App Router"
+description: Add Upstash Redis to a Next.js 15 App Router project with the @upstash/redis client.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/nextjs-pages-router.mdx b/redis/quickstarts/nextjs-pages-router.mdx
index 8a699307..449d6189 100644
--- a/redis/quickstarts/nextjs-pages-router.mdx
+++ b/redis/quickstarts/nextjs-pages-router.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Pages Router"
+description: Add Upstash Redis to a Next.js Pages Router project with the @upstash/redis client.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/python-aws-lambda.mdx b/redis/quickstarts/python-aws-lambda.mdx
index 155557c5..dd6bfa67 100644
--- a/redis/quickstarts/python-aws-lambda.mdx
+++ b/redis/quickstarts/python-aws-lambda.mdx
@@ -1,5 +1,6 @@
 ---
 title: " AWS Lambda"
+description: Connect Upstash Redis to a Python AWS Lambda function deployed with the AWS CDK.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/sst-v2.mdx b/redis/quickstarts/sst-v2.mdx
index 89d5350e..22a1fbfa 100644
--- a/redis/quickstarts/sst-v2.mdx
+++ b/redis/quickstarts/sst-v2.mdx
@@ -1,5 +1,6 @@
 ---
 title: "SST v2"
+description: Provision and use Upstash Redis in an SST v2 app deployed to AWS with TypeScript.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/supabase.mdx b/redis/quickstarts/supabase.mdx
index 7de40557..158bff83 100644
--- a/redis/quickstarts/supabase.mdx
+++ b/redis/quickstarts/supabase.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Supabase Functions"
+description: Use Upstash Redis in a Supabase Edge Function to track invocation counts per region with a Redis hash.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/vercel-functions-app-router.mdx b/redis/quickstarts/vercel-functions-app-router.mdx
index bb47d16c..e9d65d91 100644
--- a/redis/quickstarts/vercel-functions-app-router.mdx
+++ b/redis/quickstarts/vercel-functions-app-router.mdx
@@ -1,5 +1,6 @@
 ---
 title: "App Router"
+description: Use Upstash Redis in Vercel Functions with a Next.js App Router app and the @upstash/redis client.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/vercel-functions-pages-router.mdx b/redis/quickstarts/vercel-functions-pages-router.mdx
index ed6f9029..478eea26 100644
--- a/redis/quickstarts/vercel-functions-pages-router.mdx
+++ b/redis/quickstarts/vercel-functions-pages-router.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Pages Router"
+description: Use Upstash Redis in Vercel Serverless Functions with a Next.js Pages Router app.
 ---
 
 <Snippet
diff --git a/redis/quickstarts/vercel-python-runtime.mdx b/redis/quickstarts/vercel-python-runtime.mdx
index f8345f8e..cf4ed350 100644
--- a/redis/quickstarts/vercel-python-runtime.mdx
+++ b/redis/quickstarts/vercel-python-runtime.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Vercel Python Runtime"
+description: Use Upstash Redis with the Vercel Python runtime in a Django app, adaptable to Flask or FastAPI.
 ---
 
 <Snippet
diff --git a/redis/sdks/py/commands/auth/echo.mdx b/redis/sdks/py/commands/auth/echo.mdx
index 66129108..dcea02cf 100644
--- a/redis/sdks/py/commands/auth/echo.mdx
+++ b/redis/sdks/py/commands/auth/echo.mdx
@@ -1,5 +1,6 @@
 ---
 title: ECHO
+description: Echo a message back from the server with the ECHO command in the Upstash Redis Python SDK, useful for debugging your connection.
 ---
 
 Returns a message back to you. Useful for debugging the connection.
diff --git a/redis/sdks/py/commands/server/flushall.mdx b/redis/sdks/py/commands/server/flushall.mdx
index 232e1786..15a24d65 100644
--- a/redis/sdks/py/commands/server/flushall.mdx
+++ b/redis/sdks/py/commands/server/flushall.mdx
@@ -1,5 +1,6 @@
 ---
 title: FLUSHALL
+description: Delete all keys across every database with the FLUSHALL command in the Upstash Redis Python SDK, using sync or async execution.
 ---
 
 
diff --git a/redis/sdks/py/commands/server/flushdb.mdx b/redis/sdks/py/commands/server/flushdb.mdx
index 8ce17b43..cb838fe4 100644
--- a/redis/sdks/py/commands/server/flushdb.mdx
+++ b/redis/sdks/py/commands/server/flushdb.mdx
@@ -1,5 +1,6 @@
 ---
 title: FLUSHDB
+description: Delete all keys in the selected database with the FLUSHDB command in the Upstash Redis Python SDK, using sync or async execution.
 ---
 
 
diff --git a/redis/sdks/py/features.mdx b/redis/sdks/py/features.mdx
index a17883af..b11e3249 100644
--- a/redis/sdks/py/features.mdx
+++ b/redis/sdks/py/features.mdx
@@ -1,5 +1,6 @@
 ---
 title: Features
+description: Explore upstash-redis Python SDK features including BITFIELD, custom commands, REST encoding, retries, pipelines, transactions, and telemetry.
 ---
 
 ### BITFIELD and BITFIELD_RO
diff --git a/redis/sdks/py/gettingstarted.mdx b/redis/sdks/py/gettingstarted.mdx
index 07bacc5c..09192eb0 100644
--- a/redis/sdks/py/gettingstarted.mdx
+++ b/redis/sdks/py/gettingstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: Getting Started
+description: Install the upstash-redis Python SDK and connect a sync or async client to your Upstash Redis database to start running commands.
 ---
 
 <Snippet
diff --git a/redis/sdks/py/overview.mdx b/redis/sdks/py/overview.mdx
index 438e10b5..66214173 100644
--- a/redis/sdks/py/overview.mdx
+++ b/redis/sdks/py/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: upstash-redis is a connectionless, HTTP-based Redis client for Python built for serverless environments like AWS Lambda and Vercel.
 ---
 
 `upstash-redis` is a connectionless, HTTP-based Redis client for Python,
diff --git a/redis/sdks/ratelimit-py/algorithms.mdx b/redis/sdks/ratelimit-py/algorithms.mdx
index 51076650..2272a290 100644
--- a/redis/sdks/ratelimit-py/algorithms.mdx
+++ b/redis/sdks/ratelimit-py/algorithms.mdx
@@ -1,5 +1,6 @@
 ---
 title: Ratelimiting Algorithms
+description: Compare fixed window, sliding window, and token bucket rate limiting algorithms in the Upstash Ratelimit Python SDK.
 ---
 
 ## Fixed Window
diff --git a/redis/sdks/ratelimit-py/features.mdx b/redis/sdks/ratelimit-py/features.mdx
index b214d95e..499b1301 100644
--- a/redis/sdks/ratelimit-py/features.mdx
+++ b/redis/sdks/ratelimit-py/features.mdx
@@ -1,5 +1,6 @@
 ---
 title: Features
+description: Use advanced Upstash Ratelimit Python features like block until ready, multiple limits per user tier, and custom token rates.
 ---
 
 ## Block until ready
diff --git a/redis/sdks/ratelimit-py/gettingstarted.mdx b/redis/sdks/ratelimit-py/gettingstarted.mdx
index 8c4e22be..e9b0dcd0 100644
--- a/redis/sdks/ratelimit-py/gettingstarted.mdx
+++ b/redis/sdks/ratelimit-py/gettingstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: Getting Started
+description: Install upstash-ratelimit for Python and add Redis-backed rate limiting to your serverless app in a few lines of code.
 ---
 
 ## Install
diff --git a/redis/sdks/ratelimit-py/overview.mdx b/redis/sdks/ratelimit-py/overview.mdx
index 2c83e23c..86c5bbb6 100644
--- a/redis/sdks/ratelimit-py/overview.mdx
+++ b/redis/sdks/ratelimit-py/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: upstash-ratelimit is a connectionless rate limiting library for Python built for serverless environments like AWS Lambda and Vercel.
 ---
 
 `upstash-ratelimit` is a connectionless rate limiting library for Python,
diff --git a/redis/sdks/ratelimit-ts/algorithms.mdx b/redis/sdks/ratelimit-ts/algorithms.mdx
index 0eda01be..bf66bc1f 100644
--- a/redis/sdks/ratelimit-ts/algorithms.mdx
+++ b/redis/sdks/ratelimit-ts/algorithms.mdx
@@ -1,5 +1,6 @@
 ---
 title: Ratelimiting Algorithms
+description: Compare fixed window, sliding window, and token bucket rate limiting algorithms in the Upstash Ratelimit TypeScript SDK.
 ---
 
 We provide different algorithms to use out of the box. Each has pros and cons.
diff --git a/redis/sdks/ratelimit-ts/costs.mdx b/redis/sdks/ratelimit-ts/costs.mdx
index a7cec0f2..26ac9383 100644
--- a/redis/sdks/ratelimit-ts/costs.mdx
+++ b/redis/sdks/ratelimit-ts/costs.mdx
@@ -1,5 +1,6 @@
 ---
 title: Costs
+description: Understand the Redis command cost of each Upstash Ratelimit algorithm, method, deny list, and analytics to optimize latency and spend.
 ---
 
 This page details the cost of the Ratelimit algorithms in terms of the number of Redis commands. Note that these are calculated for Regional Ratelimits. For [Multi Region Ratelimit](/redis/sdks/ratelimit-ts/features#multi-region), costs will be higher. Additionally, if a Global Upstash Redis is used as the database, number of commands should be calculated as `(1+readRegionCount) * writeCommandCount + readCommandCount` and plus 1 if analytics is enabled.
diff --git a/redis/sdks/ratelimit-ts/features.mdx b/redis/sdks/ratelimit-ts/features.mdx
index 532b2657..f9b920bc 100644
--- a/redis/sdks/ratelimit-ts/features.mdx
+++ b/redis/sdks/ratelimit-ts/features.mdx
@@ -1,5 +1,6 @@
 ---
 title: Features
+description: Configure Upstash Ratelimit features like caching, timeouts, analytics, multi-region, multiple limits, custom rates, and dynamic limits.
 ---
 
 ## Caching
diff --git a/redis/sdks/ratelimit-ts/gettingstarted.mdx b/redis/sdks/ratelimit-ts/gettingstarted.mdx
index b8065a28..dbd0edc1 100644
--- a/redis/sdks/ratelimit-ts/gettingstarted.mdx
+++ b/redis/sdks/ratelimit-ts/gettingstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: Getting Started
+description: Install @upstash/ratelimit and protect your API endpoints with Upstash Redis-backed rate limiting in TypeScript in a few steps.
 ---
 
 ## Create your Redis instance
diff --git a/redis/sdks/ratelimit-ts/integrations/strapi/configurations.mdx b/redis/sdks/ratelimit-ts/integrations/strapi/configurations.mdx
index d10b1e34..cc08b104 100644
--- a/redis/sdks/ratelimit-ts/integrations/strapi/configurations.mdx
+++ b/redis/sdks/ratelimit-ts/integrations/strapi/configurations.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Configure Upstash Ratelimit Strapi Plugin"
+description: Configure the Upstash Ratelimit Strapi plugin with per-route algorithms, rates, identifiers, and analytics for your Strapi API.
 sidebarTitle: "Configurations"
 ---
 
diff --git a/redis/sdks/ratelimit-ts/integrations/strapi/getting-started.mdx b/redis/sdks/ratelimit-ts/integrations/strapi/getting-started.mdx
index 3ddebb64..e556e46a 100644
--- a/redis/sdks/ratelimit-ts/integrations/strapi/getting-started.mdx
+++ b/redis/sdks/ratelimit-ts/integrations/strapi/getting-started.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Upstash Ratelimit Strapi Integration"
+description: Install and configure the Upstash Ratelimit Strapi plugin to protect your Strapi CMS APIs from abuse with Redis-backed rate limiting.
 sidebarTitle: "Getting Started"
 ---
 
diff --git a/redis/sdks/ratelimit-ts/methods.mdx b/redis/sdks/ratelimit-ts/methods.mdx
index 9820a091..23cb2693 100644
--- a/redis/sdks/ratelimit-ts/methods.mdx
+++ b/redis/sdks/ratelimit-ts/methods.mdx
@@ -1,5 +1,6 @@
 ---
 title: Methods
+description: Reference for Upstash Ratelimit methods including limit, blockUntilReady, resetUsedTokens, getRemaining, and dynamic limit controls.
 ---
 
 This page contains information on what methods are available in Ratelimit and how they can be used. For information on the
diff --git a/redis/sdks/ratelimit-ts/overview.mdx b/redis/sdks/ratelimit-ts/overview.mdx
index 55f5c427..7530de14 100644
--- a/redis/sdks/ratelimit-ts/overview.mdx
+++ b/redis/sdks/ratelimit-ts/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: "@upstash/ratelimit is a connectionless, HTTP-based rate limiting library for serverless, edge, and Cloudflare Workers environments."
 ---
 
 # Upstash Rate Limit
diff --git a/redis/sdks/ratelimit-ts/traffic-protection.mdx b/redis/sdks/ratelimit-ts/traffic-protection.mdx
index bee815a9..8732bcdb 100644
--- a/redis/sdks/ratelimit-ts/traffic-protection.mdx
+++ b/redis/sdks/ratelimit-ts/traffic-protection.mdx
@@ -1,5 +1,6 @@
 ---
 title: Traffic Protection
+description: Block malicious traffic with Upstash Ratelimit deny lists and the auto IP deny list, filtering by IP, country, user agent, or identifier.
 ---
 
 ### Deny List
diff --git a/redis/sdks/ts/advanced.mdx b/redis/sdks/ts/advanced.mdx
index 03421e96..0e2b4515 100644
--- a/redis/sdks/ts/advanced.mdx
+++ b/redis/sdks/ts/advanced.mdx
@@ -1,5 +1,6 @@
 ---
 title: Advanced
+description: Fine-tune the @upstash/redis TypeScript SDK with serialization, keep-alive connections, request timeouts, and telemetry options.
 ---
 
 ## Disable automatic serialization
diff --git a/redis/sdks/ts/commands/auth/echo.mdx b/redis/sdks/ts/commands/auth/echo.mdx
index 07a71695..67272e44 100644
--- a/redis/sdks/ts/commands/auth/echo.mdx
+++ b/redis/sdks/ts/commands/auth/echo.mdx
@@ -1,5 +1,6 @@
 ---
 title: ECHO
+description: Echo a message back from the server with the ECHO command in the Upstash Redis TypeScript SDK, useful for debugging your connection.
 ---
 
 Returns a message back to you. Useful for debugging the connection.
diff --git a/redis/sdks/ts/commands/server/flushall.mdx b/redis/sdks/ts/commands/server/flushall.mdx
index d619003b..1b1d64fe 100644
--- a/redis/sdks/ts/commands/server/flushall.mdx
+++ b/redis/sdks/ts/commands/server/flushall.mdx
@@ -1,5 +1,6 @@
 ---
 title: FLUSHALL
+description: Delete all keys across every database with the FLUSHALL command in the Upstash Redis TypeScript SDK, using sync or async execution.
 ---
 
 
diff --git a/redis/sdks/ts/commands/server/flushdb.mdx b/redis/sdks/ts/commands/server/flushdb.mdx
index 186a04db..23d78cf1 100644
--- a/redis/sdks/ts/commands/server/flushdb.mdx
+++ b/redis/sdks/ts/commands/server/flushdb.mdx
@@ -1,5 +1,6 @@
 ---
 title: FLUSHDB
+description: Delete all keys in the selected database with the FLUSHDB command in the Upstash Redis TypeScript SDK, using sync or async execution.
 ---
 
 
diff --git a/redis/sdks/ts/commands/string.mdx b/redis/sdks/ts/commands/string.mdx
index a0edaa67..e08ef869 100644
--- a/redis/sdks/ts/commands/string.mdx
+++ b/redis/sdks/ts/commands/string.mdx
@@ -1,5 +1,6 @@
 ---
 title: String Commands
+description: Work with Redis string commands like MGET, MSET, SET, and SETEX in the Upstash Redis TypeScript SDK.
 ---
 
 
diff --git a/redis/sdks/ts/deployment.mdx b/redis/sdks/ts/deployment.mdx
index 72ac4276..ca339050 100644
--- a/redis/sdks/ts/deployment.mdx
+++ b/redis/sdks/ts/deployment.mdx
@@ -1,5 +1,6 @@
 ---
 title: Deployment
+description: Deploy @upstash/redis on Node.js, Cloudflare Workers, Fastly Compute@Edge, and Deno with the correct imports and environment setup.
 ---
 
 We support various platforms, such as nodejs, cloudflare and fastly. Platforms
diff --git a/redis/sdks/ts/developing.mdx b/redis/sdks/ts/developing.mdx
index f47bb866..6c368329 100644
--- a/redis/sdks/ts/developing.mdx
+++ b/redis/sdks/ts/developing.mdx
@@ -1,5 +1,6 @@
 ---
 title: Developing or Testing
+description: Develop and test @upstash/redis locally with Serverless Redis HTTP (SRH), a Redis HTTP proxy for CI, Docker, and Kubernetes.
 ---
 
 When developing or testing your application, you might not want or can not use
diff --git a/redis/sdks/ts/getstarted.mdx b/redis/sdks/ts/getstarted.mdx
index ccd94b54..8d6761cd 100644
--- a/redis/sdks/ts/getstarted.mdx
+++ b/redis/sdks/ts/getstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: Get Started
+description: Install the @upstash/redis TypeScript SDK and run your first commands on strings, sets, lists, and hashes against Upstash Redis.
 ---
 
 <Snippet
diff --git a/redis/sdks/ts/overview.mdx b/redis/sdks/ts/overview.mdx
index 6026db33..6a5a19f5 100644
--- a/redis/sdks/ts/overview.mdx
+++ b/redis/sdks/ts/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: "@upstash/redis is a connectionless, HTTP/REST-based Redis client for serverless, edge, and Cloudflare Workers environments."
 ---
 
 [@upstash/redis](https://github.com/upstash/redis-js)
diff --git a/redis/sdks/ts/pipelining/auto-pipeline.mdx b/redis/sdks/ts/pipelining/auto-pipeline.mdx
index 789412ed..1a205f2d 100644
--- a/redis/sdks/ts/pipelining/auto-pipeline.mdx
+++ b/redis/sdks/ts/pipelining/auto-pipeline.mdx
@@ -1,5 +1,6 @@
 ---
 title: Auto-Pipelining
+description: Batch Redis commands automatically with auto-pipelining in the @upstash/redis TypeScript SDK to reduce HTTP requests and latency.
 ---
 
 ### Auto Pipelining
diff --git a/redis/sdks/ts/pipelining/pipeline-transaction.mdx b/redis/sdks/ts/pipelining/pipeline-transaction.mdx
index a0488d83..13687a8d 100644
--- a/redis/sdks/ts/pipelining/pipeline-transaction.mdx
+++ b/redis/sdks/ts/pipelining/pipeline-transaction.mdx
@@ -1,5 +1,6 @@
 ---
 title: Pipeline & Transaction
+description: Send multiple Redis commands in one request using pipelines and atomic transactions with the @upstash/redis TypeScript SDK.
 ---
 
 ### Pipeline
diff --git a/redis/sdks/ts/retries.mdx b/redis/sdks/ts/retries.mdx
index 96ead35c..bb512fd9 100644
--- a/redis/sdks/ts/retries.mdx
+++ b/redis/sdks/ts/retries.mdx
@@ -1,5 +1,6 @@
 ---
 title: Retries
+description: Configure automatic retries and custom backoff for network errors in the @upstash/redis TypeScript SDK constructor.
 ---
 
 By default `@upstash/redis` will retry sending you request when network errors
diff --git a/redis/sdks/ts/troubleshooting.mdx b/redis/sdks/ts/troubleshooting.mdx
index 9561858d..e6415abd 100644
--- a/redis/sdks/ts/troubleshooting.mdx
+++ b/redis/sdks/ts/troubleshooting.mdx
@@ -1,5 +1,6 @@
 ---
 title: Troubleshooting
+description: Fix common @upstash/redis issues like missing fetch, base64-hashed responses, and large numbers returned as strings.
 ---
 
 ## ReferenceError: fetch is not defined
diff --git a/redis/search/aggregation-operators/bucket-aggregations/date-histogram.mdx b/redis/search/aggregation-operators/bucket-aggregations/date-histogram.mdx
index 57ef329b..5976d2c4 100644
--- a/redis/search/aggregation-operators/bucket-aggregations/date-histogram.mdx
+++ b/redis/search/aggregation-operators/bucket-aggregations/date-histogram.mdx
@@ -1,5 +1,6 @@
 ---
 title: $dateHistogram
+description: Group DATE fields into fixed time buckets with the $dateHistogram aggregation for time-series analytics in Upstash Redis Search.
 ---
 
 `$dateHistogram` groups date values into fixed time buckets.
diff --git a/redis/search/aggregation-operators/bucket-aggregations/facet.mdx b/redis/search/aggregation-operators/bucket-aggregations/facet.mdx
index c0d02771..b28001e0 100644
--- a/redis/search/aggregation-operators/bucket-aggregations/facet.mdx
+++ b/redis/search/aggregation-operators/bucket-aggregations/facet.mdx
@@ -1,5 +1,6 @@
 ---
 title: $facet
+description: Build hierarchical bucket trees from FACET field paths with the $facet aggregation for drill-down category navigation in Upstash Redis Search.
 ---
 
 `$facet` builds a hierarchical bucket tree from FACET field paths.
diff --git a/redis/search/aggregation-operators/bucket-aggregations/histogram.mdx b/redis/search/aggregation-operators/bucket-aggregations/histogram.mdx
index 6b96a4f2..829c9079 100644
--- a/redis/search/aggregation-operators/bucket-aggregations/histogram.mdx
+++ b/redis/search/aggregation-operators/bucket-aggregations/histogram.mdx
@@ -1,5 +1,6 @@
 ---
 title: $histogram
+description: Group numeric values into fixed-width interval buckets with the $histogram aggregation for distribution charts in Upstash Redis Search.
 ---
 
 `$histogram` groups numeric values into fixed-width interval buckets.
diff --git a/redis/search/aggregation-operators/bucket-aggregations/overview.mdx b/redis/search/aggregation-operators/bucket-aggregations/overview.mdx
index 09e1d894..f3ca019f 100644
--- a/redis/search/aggregation-operators/bucket-aggregations/overview.mdx
+++ b/redis/search/aggregation-operators/bucket-aggregations/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Group documents into buckets with $terms, $range, $histogram, $dateHistogram, and $facet aggregations for segmented analytics in Upstash Redis Search.
 ---
 
 Bucket aggregations group matching documents into buckets.
diff --git a/redis/search/aggregation-operators/bucket-aggregations/range.mdx b/redis/search/aggregation-operators/bucket-aggregations/range.mdx
index f502ff36..5f0daeec 100644
--- a/redis/search/aggregation-operators/bucket-aggregations/range.mdx
+++ b/redis/search/aggregation-operators/bucket-aggregations/range.mdx
@@ -1,5 +1,6 @@
 ---
 title: $range
+description: Group documents into custom from/to range buckets with the $range aggregation for pricing tiers and business-logic ranges in Upstash Redis Search.
 ---
 
 `$range` groups documents into custom ranges.
diff --git a/redis/search/aggregation-operators/bucket-aggregations/terms.mdx b/redis/search/aggregation-operators/bucket-aggregations/terms.mdx
index 5ad61c85..aeea0179 100644
--- a/redis/search/aggregation-operators/bucket-aggregations/terms.mdx
+++ b/redis/search/aggregation-operators/bucket-aggregations/terms.mdx
@@ -1,5 +1,6 @@
 ---
 title: $terms
+description: Group documents by distinct field values with the $terms aggregation, controlling size, ordering, and count accuracy in Upstash Redis Search.
 ---
 
 `$terms` groups documents by distinct field values.
diff --git a/redis/search/aggregation-operators/metric-aggregations/avg.mdx b/redis/search/aggregation-operators/metric-aggregations/avg.mdx
index 4d93047a..83555404 100644
--- a/redis/search/aggregation-operators/metric-aggregations/avg.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/avg.mdx
@@ -1,5 +1,6 @@
 ---
 title: $avg
+description: Compute the arithmetic mean of a numeric field across matching documents with the $avg metric aggregation in Upstash Redis Search.
 ---
 
 `$avg` computes the arithmetic mean of a field across matching documents.
diff --git a/redis/search/aggregation-operators/metric-aggregations/cardinality.mdx b/redis/search/aggregation-operators/metric-aggregations/cardinality.mdx
index c9bd79e7..0f434803 100644
--- a/redis/search/aggregation-operators/metric-aggregations/cardinality.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/cardinality.mdx
@@ -1,5 +1,6 @@
 ---
 title: $cardinality
+description: Count the number of distinct values in a field with the $cardinality metric aggregation in Upstash Redis Search.
 ---
 
 `$cardinality` returns the number of distinct values in a field.
diff --git a/redis/search/aggregation-operators/metric-aggregations/count.mdx b/redis/search/aggregation-operators/metric-aggregations/count.mdx
index 46187442..c8d371fa 100644
--- a/redis/search/aggregation-operators/metric-aggregations/count.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/count.mdx
@@ -1,5 +1,6 @@
 ---
 title: $count
+description: Count how many documents contribute a value for a field with the $count metric aggregation in Upstash Redis Search.
 ---
 
 `$count` returns how many documents contribute a value for a field.
diff --git a/redis/search/aggregation-operators/metric-aggregations/extended-stats.mdx b/redis/search/aggregation-operators/metric-aggregations/extended-stats.mdx
index 4362383b..e2f46f5d 100644
--- a/redis/search/aggregation-operators/metric-aggregations/extended-stats.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/extended-stats.mdx
@@ -1,5 +1,6 @@
 ---
 title: $extendedStats
+description: Compute count, sum, min, max, avg plus variance and standard deviation for a field with the $extendedStats aggregation in Upstash Redis Search.
 ---
 
 `$extendedStats` returns `$stats` plus additional distribution metrics.
diff --git a/redis/search/aggregation-operators/metric-aggregations/max.mdx b/redis/search/aggregation-operators/metric-aggregations/max.mdx
index 1f587ff7..7bfecf23 100644
--- a/redis/search/aggregation-operators/metric-aggregations/max.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/max.mdx
@@ -1,5 +1,6 @@
 ---
 title: $max
+description: Return the maximum field value across matching documents with the $max metric aggregation in Upstash Redis Search.
 ---
 
 `$max` returns the maximum field value across matching documents.
diff --git a/redis/search/aggregation-operators/metric-aggregations/min.mdx b/redis/search/aggregation-operators/metric-aggregations/min.mdx
index e8a5b2d2..937159fa 100644
--- a/redis/search/aggregation-operators/metric-aggregations/min.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/min.mdx
@@ -1,5 +1,6 @@
 ---
 title: $min
+description: Return the minimum field value across matching documents with the $min metric aggregation in Upstash Redis Search.
 ---
 
 `$min` returns the minimum field value across matching documents.
diff --git a/redis/search/aggregation-operators/metric-aggregations/overview.mdx b/redis/search/aggregation-operators/metric-aggregations/overview.mdx
index 31867f20..cec6fa8e 100644
--- a/redis/search/aggregation-operators/metric-aggregations/overview.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Compute summary metrics like avg, sum, min, max, count, cardinality, stats, and percentiles over matched documents in Upstash Redis Search.
 ---
 
 Metric aggregations compute summary numbers over all documents that matched your `filter`.
diff --git a/redis/search/aggregation-operators/metric-aggregations/percentiles.mdx b/redis/search/aggregation-operators/metric-aggregations/percentiles.mdx
index 0adf94f3..114478a0 100644
--- a/redis/search/aggregation-operators/metric-aggregations/percentiles.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/percentiles.mdx
@@ -1,5 +1,6 @@
 ---
 title: $percentiles
+description: Return percentile cut points for a field to analyze value distribution with the $percentiles metric aggregation in Upstash Redis Search.
 ---
 
 `$percentiles` returns percentile cut points for a field.
diff --git a/redis/search/aggregation-operators/metric-aggregations/stats.mdx b/redis/search/aggregation-operators/metric-aggregations/stats.mdx
index 1b4653ad..d994ca00 100644
--- a/redis/search/aggregation-operators/metric-aggregations/stats.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/stats.mdx
@@ -1,5 +1,6 @@
 ---
 title: $stats
+description: Compute count, sum, min, max, and avg for a field in a single pass with the $stats metric aggregation in Upstash Redis Search.
 ---
 
 `$stats` returns multiple basic metrics in one pass.
diff --git a/redis/search/aggregation-operators/metric-aggregations/sum.mdx b/redis/search/aggregation-operators/metric-aggregations/sum.mdx
index bd3ddccf..9424272c 100644
--- a/redis/search/aggregation-operators/metric-aggregations/sum.mdx
+++ b/redis/search/aggregation-operators/metric-aggregations/sum.mdx
@@ -1,5 +1,6 @@
 ---
 title: $sum
+description: Compute the total of a numeric field across matching documents with the $sum metric aggregation in Upstash Redis Search.
 ---
 
 `$sum` computes the total of a field across matching documents.
diff --git a/redis/search/aggregations.mdx b/redis/search/aggregations.mdx
index 7d1c7da3..a3875b55 100644
--- a/redis/search/aggregations.mdx
+++ b/redis/search/aggregations.mdx
@@ -1,5 +1,6 @@
 ---
 title: Aggregations
+description: Compute analytics over indexed data with metric and bucket aggregations, from averages and sums to terms, ranges, and histograms in Upstash Redis Search.
 ---
 
 Aggregations let you compute analytics over your indexed data — metrics like averages, sums, and statistics,
diff --git a/redis/search/aliases.mdx b/redis/search/aliases.mdx
index d4758b8a..b5111c2b 100644
--- a/redis/search/aliases.mdx
+++ b/redis/search/aliases.mdx
@@ -1,5 +1,6 @@
 ---
 title: Aliases
+description: Create alternative names for search indices and atomically swap them for zero-downtime reindexing in Upstash Redis Search.
 ---
 
 Aliases let you create alternative names for your search indices. This is useful for zero-downtime reindexing — you can build a new index, then atomically swap the alias to point to it.
diff --git a/redis/search/command-reference.mdx b/redis/search/command-reference.mdx
index 80f8799d..f43c9b25 100644
--- a/redis/search/command-reference.mdx
+++ b/redis/search/command-reference.mdx
@@ -1,5 +1,6 @@
 ---
 title: Command Reference
+description: Complete reference of all Upstash Redis Search SEARCH.* commands, their syntax, arguments, and return values.
 ---
 
 A complete reference of all Upstash Redis Search commands, their syntax, and return values.
diff --git a/redis/search/counting.mdx b/redis/search/counting.mdx
index add892cd..5582a483 100644
--- a/redis/search/counting.mdx
+++ b/redis/search/counting.mdx
@@ -1,5 +1,6 @@
 ---
 title: Counting
+description: Count documents matching a query without retrieving them using the SEARCH.COUNT command in Upstash Redis Search.
 ---
 
 The `SEARCH.COUNT` command returns the number of documents matching a query without retrieving them.
diff --git a/redis/search/document-updates.mdx b/redis/search/document-updates.mdx
index 1e788bb9..e67e847b 100644
--- a/redis/search/document-updates.mdx
+++ b/redis/search/document-updates.mdx
@@ -1,5 +1,6 @@
 ---
 title: Document Updates
+description: Keep your search index in sync automatically using regular Redis write commands, with no separate update command in Upstash Redis Search.
 ---
 
 Documents in a search index are regular Redis keys.
diff --git a/redis/search/getting-started.mdx b/redis/search/getting-started.mdx
index 07c00430..b06d8687 100644
--- a/redis/search/getting-started.mdx
+++ b/redis/search/getting-started.mdx
@@ -1,5 +1,6 @@
 ---
 title: Quickstart
+description: Create an index, add documents, and run your first full-text query with Upstash Redis Search using TypeScript or Python.
 ---
 
 ## 1. Create Index
diff --git a/redis/search/index-management.mdx b/redis/search/index-management.mdx
index aad1fa9a..3c488cab 100644
--- a/redis/search/index-management.mdx
+++ b/redis/search/index-management.mdx
@@ -1,5 +1,6 @@
 ---
 title: Indices
+description: Create and manage search indices with a name, key prefix, and schema for fast full-text search and filtering in Upstash Redis Search.
 ---
 
 An index is a data structure that enables **fast full-text search and filtering across your Redis data**. Without an index, searching requires scanning every key in your database: an operation that becomes very slow as your data grows.
diff --git a/redis/search/introduction.mdx b/redis/search/introduction.mdx
index 1a4619da..ed8b89d3 100644
--- a/redis/search/introduction.mdx
+++ b/redis/search/introduction.mdx
@@ -1,5 +1,6 @@
 ---
 title: Introduction
+description: Search JSON, Hashes, and Strings in Redis with Upstash Redis Search, a fast full-text and vector search engine built on Rust-based Tantivy.
 ---
 
 Upstash Redis Search is our first extension beyond the official Redis spec. Using the Rust-based Tantivy under the hood, we provide an extremely fast way to search through Redis data.
diff --git a/redis/search/query-operators/boolean-operators/boost.mdx b/redis/search/query-operators/boolean-operators/boost.mdx
index dbb81973..0e905448 100644
--- a/redis/search/query-operators/boolean-operators/boost.mdx
+++ b/redis/search/query-operators/boolean-operators/boost.mdx
@@ -1,5 +1,6 @@
 ---
 title: $boost
+description: Adjust the relevance score contribution of a boolean clause to fine-tune result ranking with the $boost operator in Upstash Redis Search.
 ---
 
 The `$boost` operator adjusts the score contribution of a boolean clause.
diff --git a/redis/search/query-operators/boolean-operators/must-not.mdx b/redis/search/query-operators/boolean-operators/must-not.mdx
index 332db51a..d6c56612 100644
--- a/redis/search/query-operators/boolean-operators/must-not.mdx
+++ b/redis/search/query-operators/boolean-operators/must-not.mdx
@@ -1,5 +1,6 @@
 ---
 title: $mustNot
+description: Exclude documents that match any of the specified conditions with the $mustNot boolean operator in Upstash Redis Search.
 ---
 
 The `$mustNot` operator excludes documents that match any of the specified conditions.
diff --git a/redis/search/query-operators/boolean-operators/must.mdx b/redis/search/query-operators/boolean-operators/must.mdx
index 33334ba4..1682e063 100644
--- a/redis/search/query-operators/boolean-operators/must.mdx
+++ b/redis/search/query-operators/boolean-operators/must.mdx
@@ -1,5 +1,6 @@
 ---
 title: $must
+description: Require all specified conditions to match with the $must boolean operator, implementing logical AND queries in Upstash Redis Search.
 ---
 
 The `$must` operator requires all specified conditions to match.
diff --git a/redis/search/query-operators/boolean-operators/overview.mdx b/redis/search/query-operators/boolean-operators/overview.mdx
index df41a793..eabe5c96 100644
--- a/redis/search/query-operators/boolean-operators/overview.mdx
+++ b/redis/search/query-operators/boolean-operators/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Combine conditions into complex queries with the $must, $should, $mustNot, and $boost boolean operators in Upstash Redis Search.
 ---
 
 Boolean operators combine multiple conditions to build complex queries.
diff --git a/redis/search/query-operators/boolean-operators/should.mdx b/redis/search/query-operators/boolean-operators/should.mdx
index 0d3970e0..c65c0dce 100644
--- a/redis/search/query-operators/boolean-operators/should.mdx
+++ b/redis/search/query-operators/boolean-operators/should.mdx
@@ -1,5 +1,6 @@
 ---
 title: $should
+description: Match at least one condition as a logical OR, or boost scores when combined with $must, using the $should boolean operator in Upstash Redis Search.
 ---
 
 The `$should` operator specifies conditions where at least one should match.
diff --git a/redis/search/query-operators/field-operators/boost.mdx b/redis/search/query-operators/field-operators/boost.mdx
index 66889a54..2c33eb61 100644
--- a/redis/search/query-operators/field-operators/boost.mdx
+++ b/redis/search/query-operators/field-operators/boost.mdx
@@ -1,5 +1,6 @@
 ---
 title: $boost
+description: Adjust the relevance score contribution of a field match to prioritize certain matches in result ranking with the $boost operator in Upstash Redis Search.
 ---
 
 The `$boost` operator adjusts the relevance score contribution of a field match.
diff --git a/redis/search/query-operators/field-operators/eq.mdx b/redis/search/query-operators/field-operators/eq.mdx
index 4c6b75fd..c2c4d4ff 100644
--- a/redis/search/query-operators/field-operators/eq.mdx
+++ b/redis/search/query-operators/field-operators/eq.mdx
@@ -1,5 +1,6 @@
 ---
 title: $eq
+description: Perform explicit equality matching on a field with the $eq operator, required when combining with other operators in Upstash Redis Search.
 ---
 
 The `$eq` operator performs explicit equality matching on a field.
diff --git a/redis/search/query-operators/field-operators/fuzzy.mdx b/redis/search/query-operators/field-operators/fuzzy.mdx
index a8c9854b..d441a89a 100644
--- a/redis/search/query-operators/field-operators/fuzzy.mdx
+++ b/redis/search/query-operators/field-operators/fuzzy.mdx
@@ -1,5 +1,6 @@
 ---
 title: $fuzzy
+description: Match terms that are similar but not identical using Levenshtein distance to handle typos and misspellings with the $fuzzy operator in Upstash Redis Search.
 ---
 
 The `$fuzzy` operator matches terms that are similar but not identical to the search term.
diff --git a/redis/search/query-operators/field-operators/in.mdx b/redis/search/query-operators/field-operators/in.mdx
index d45b800d..24dec74a 100644
--- a/redis/search/query-operators/field-operators/in.mdx
+++ b/redis/search/query-operators/field-operators/in.mdx
@@ -1,5 +1,6 @@
 ---
 title: $in
+description: Match documents where a field equals any value in an array with the $in operator for multi-value filtering in Upstash Redis Search.
 ---
 
 The `$in` operator matches documents where the field value equals any one of the specified values.
diff --git a/redis/search/query-operators/field-operators/overview.mdx b/redis/search/query-operators/field-operators/overview.mdx
index cae236c5..633637e2 100644
--- a/redis/search/query-operators/field-operators/overview.mdx
+++ b/redis/search/query-operators/field-operators/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Control how individual fields match with $smart, $eq, $in, range, $phrase, $fuzzy, $regex, and $boost field operators in Upstash Redis Search.
 ---
 
 Field operators provide precise control over how individual fields are matched.
diff --git a/redis/search/query-operators/field-operators/phrase.mdx b/redis/search/query-operators/field-operators/phrase.mdx
index f6e98fdd..28b52850 100644
--- a/redis/search/query-operators/field-operators/phrase.mdx
+++ b/redis/search/query-operators/field-operators/phrase.mdx
@@ -1,5 +1,6 @@
 ---
 title: $phrase
+description: Match documents where terms appear in an exact sequence, with optional slop and prefix, using the $phrase operator in Upstash Redis Search.
 ---
 
 The `$phrase` operator matches documents where terms appear in a specific sequence.
diff --git a/redis/search/query-operators/field-operators/range-operators.mdx b/redis/search/query-operators/field-operators/range-operators.mdx
index f498e679..b1dfe920 100644
--- a/redis/search/query-operators/field-operators/range-operators.mdx
+++ b/redis/search/query-operators/field-operators/range-operators.mdx
@@ -1,5 +1,6 @@
 ---
 title: Range Operators
+description: Filter documents by numeric or date field boundaries with the $gt, $gte, $lt, and $lte range operators in Upstash Redis Search.
 ---
 
 Range operators filter documents based on numeric or date field boundaries.
diff --git a/redis/search/query-operators/field-operators/regex.mdx b/redis/search/query-operators/field-operators/regex.mdx
index fa746e95..ac43844b 100644
--- a/redis/search/query-operators/field-operators/regex.mdx
+++ b/redis/search/query-operators/field-operators/regex.mdx
@@ -1,5 +1,6 @@
 ---
 title: $regex
+description: Match field terms against a regular expression pattern for flexible text matching with the $regex operator in Upstash Redis Search.
 ---
 
 The `$regex` operator matches documents where field terms match a regular expression pattern.
diff --git a/redis/search/query-operators/field-operators/smart-matching.mdx b/redis/search/query-operators/field-operators/smart-matching.mdx
index fdf2ac87..d50e38fe 100644
--- a/redis/search/query-operators/field-operators/smart-matching.mdx
+++ b/redis/search/query-operators/field-operators/smart-matching.mdx
@@ -1,5 +1,6 @@
 ---
 title: Smart Matching
+description: Understand default smart matching, which applies exact checks on numeric fields and intelligent multi-stage matching on text fields in Upstash Redis Search.
 ---
 
 When you provide a value directly to a field (without explicit operators like `$phrase` or `$fuzzy`),
diff --git a/redis/search/querying.mdx b/redis/search/querying.mdx
index 7b0f923d..3911cb1a 100644
--- a/redis/search/querying.mdx
+++ b/redis/search/querying.mdx
@@ -1,5 +1,6 @@
 ---
 title: Queries
+description: Search indexed documents with JSON queries, field filters, sorting, and pagination using TypeScript or Python in Upstash Redis Search.
 ---
 
 Queries are JSON strings that describe which documents to return. If the index doesn't exist, queries return `null`.
diff --git a/redis/search/recipes/blog-search.mdx b/redis/search/recipes/blog-search.mdx
index 846a672b..a286739f 100644
--- a/redis/search/recipes/blog-search.mdx
+++ b/redis/search/recipes/blog-search.mdx
@@ -1,5 +1,6 @@
 ---
 title: Blog Search
+description: Build full-text blog search with highlighted snippets, phrase matching, and date filtering using Upstash Redis Search.
 ---
 
 This recipe demonstrates building a full-text blog search with highlighted snippets,
diff --git a/redis/search/recipes/e-commerce-search.mdx b/redis/search/recipes/e-commerce-search.mdx
index 7bb86e55..d9ff1d56 100644
--- a/redis/search/recipes/e-commerce-search.mdx
+++ b/redis/search/recipes/e-commerce-search.mdx
@@ -1,5 +1,6 @@
 ---
 title: E-commerce Search
+description: Build a product catalog search with filtering, sorting, typo tolerance, and relevance boosting using Upstash Redis Search.
 ---
 
 This recipe demonstrates building a product catalog search with filtering, sorting,
diff --git a/redis/search/recipes/overview.mdx b/redis/search/recipes/overview.mdx
index 87dbc9eb..88f797c5 100644
--- a/redis/search/recipes/overview.mdx
+++ b/redis/search/recipes/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: Overview
+description: Real-world Upstash Redis Search recipes for e-commerce, blog, and user directory search, each with schema design, sample data, and query patterns.
 ---
 
 This section provides complete, real-world examples demonstrating how to use Redis Search
diff --git a/redis/search/recipes/user-directory.mdx b/redis/search/recipes/user-directory.mdx
index f669b47f..6a716549 100644
--- a/redis/search/recipes/user-directory.mdx
+++ b/redis/search/recipes/user-directory.mdx
@@ -1,5 +1,6 @@
 ---
 title: User Directory
+description: Build a searchable employee directory with autocomplete, fuzzy name matching, and department filtering using Upstash Redis Search.
 ---
 
 This recipe demonstrates building a searchable employee directory with autocomplete,
diff --git a/redis/search/schema-definition.mdx b/redis/search/schema-definition.mdx
index b5bf2fae..1cd78617 100644
--- a/redis/search/schema-definition.mdx
+++ b/redis/search/schema-definition.mdx
@@ -1,5 +1,6 @@
 ---
 title: Schemas
+description: Define type-safe index schemas with the s schema builder, choosing field types like text, numeric, keyword, and FACET in Upstash Redis Search.
 ---
 
 Every search index requires a schema that defines the structure of searchable documents. The schema allows for type-safety and allows us to optimize your data for very fast queries.
diff --git a/redis/search/troubleshooting.mdx b/redis/search/troubleshooting.mdx
index 4f3512a8..0719142e 100644
--- a/redis/search/troubleshooting.mdx
+++ b/redis/search/troubleshooting.mdx
@@ -1,5 +1,6 @@
 ---
 title: Troubleshooting
+description: Diagnose and fix common Upstash Redis Search errors, from index creation conflicts to schema and query issues.
 ---
 
 Common errors and how to resolve them when working with Upstash Redis Search.
diff --git a/redis/troubleshooting/command_count_increases_unexpectedly.mdx b/redis/troubleshooting/command_count_increases_unexpectedly.mdx
index a5187621..851136c7 100644
--- a/redis/troubleshooting/command_count_increases_unexpectedly.mdx
+++ b/redis/troubleshooting/command_count_increases_unexpectedly.mdx
@@ -1,5 +1,6 @@
 ---
 title: Unexpected Increase in Command Count
+description: Understand why your Upstash Redis command count rises with no connected clients, caused by normal Console operations like the Data Browser.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/db_capacity_quota_exceeded.mdx b/redis/troubleshooting/db_capacity_quota_exceeded.mdx
index 03a8b652..e04a1e93 100644
--- a/redis/troubleshooting/db_capacity_quota_exceeded.mdx
+++ b/redis/troubleshooting/db_capacity_quota_exceeded.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR DB capacity quota exceeded
+description: Fix the Upstash Redis DB capacity quota exceeded error by deleting entries, setting TTLs, enabling eviction, or upgrading your plan.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/econn_reset.mdx b/redis/troubleshooting/econn_reset.mdx
index 0a69d15f..36ed5de9 100644
--- a/redis/troubleshooting/econn_reset.mdx
+++ b/redis/troubleshooting/econn_reset.mdx
@@ -1,5 +1,6 @@
 ---
 title: Error read ECONNRESET
+description: Resolve the read ECONNRESET error when connecting to Upstash Redis by enabling TLS and using a rediss:// connection URL.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/http_unauthorized.mdx b/redis/troubleshooting/http_unauthorized.mdx
index c4fe00d3..cc4dd0b1 100644
--- a/redis/troubleshooting/http_unauthorized.mdx
+++ b/redis/troubleshooting/http_unauthorized.mdx
@@ -1,5 +1,6 @@
 ---
 title: WRONGPASS invalid or missing auth token
+description: Fix the Upstash Redis WRONGPASS error over HTTP by setting the correct UPSTASH_REDIS_REST_TOKEN from the console REST section.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/max_concurrent_connections.mdx b/redis/troubleshooting/max_concurrent_connections.mdx
index 78849443..a9ad242d 100644
--- a/redis/troubleshooting/max_concurrent_connections.mdx
+++ b/redis/troubleshooting/max_concurrent_connections.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR max concurrent connections exceeded
+description: Fix the Upstash Redis max concurrent connections exceeded error by managing connections efficiently or using the REST-based client.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/max_daily_request_limit.mdx b/redis/troubleshooting/max_daily_request_limit.mdx
index 0c6b5441..06f86448 100644
--- a/redis/troubleshooting/max_daily_request_limit.mdx
+++ b/redis/troubleshooting/max_daily_request_limit.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR max daily request limit exceeded
+description: Fix the Upstash Redis max daily request limit exceeded error by sending fewer commands or upgrading to a paid plan.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/max_key_size_exceeded.mdx b/redis/troubleshooting/max_key_size_exceeded.mdx
index 60ba4788..1ac774eb 100644
--- a/redis/troubleshooting/max_key_size_exceeded.mdx
+++ b/redis/troubleshooting/max_key_size_exceeded.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR max key size exceeded
+description: Resolve the Upstash Redis max key size exceeded error by reducing your key size below the hardcoded 32Kb limit.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/max_record_size_exceeded.mdx b/redis/troubleshooting/max_record_size_exceeded.mdx
index 13951672..5029b778 100644
--- a/redis/troubleshooting/max_record_size_exceeded.mdx
+++ b/redis/troubleshooting/max_record_size_exceeded.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR max single record size exceeded
+description: Fix the Upstash Redis max single record size exceeded error by splitting data into smaller entries or upgrading past the 100Mb limit.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/max_request_size_exceeded.mdx b/redis/troubleshooting/max_request_size_exceeded.mdx
index 47e04282..4e7b9b52 100644
--- a/redis/troubleshooting/max_request_size_exceeded.mdx
+++ b/redis/troubleshooting/max_request_size_exceeded.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR max request size exceeded
+description: Fix the Upstash Redis max request size exceeded error by splitting commands into smaller chunks below the 10MB per-request limit.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/max_requests_limit.mdx b/redis/troubleshooting/max_requests_limit.mdx
index fbb50961..22b475ab 100644
--- a/redis/troubleshooting/max_requests_limit.mdx
+++ b/redis/troubleshooting/max_requests_limit.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR max requests limit exceeded
+description: Fix the Upstash Redis max requests limit exceeded error by sending fewer monthly commands or upgrading to a paid plan.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/no_auth.mdx b/redis/troubleshooting/no_auth.mdx
index 95b782d5..bd5d6865 100644
--- a/redis/troubleshooting/no_auth.mdx
+++ b/redis/troubleshooting/no_auth.mdx
@@ -1,5 +1,6 @@
 ---
 title: NOAUTH Authentication Required
+description: Fix the Upstash Redis NOAUTH Authentication required error by adding the password to your connection URL with the correct ioredis format.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/readonly_connection.mdx b/redis/troubleshooting/readonly_connection.mdx
index 368a5492..0b352d59 100644
--- a/redis/troubleshooting/readonly_connection.mdx
+++ b/redis/troubleshooting/readonly_connection.mdx
@@ -1,5 +1,6 @@
 ---
 title: Connecting with Read-Only Access
+description: Connect to Upstash Redis with a read-only token over TCP using the default_ro user or a custom read-only ACL user to avoid WRONGPASS errors.
 ---
 
 ### Symptom
diff --git a/redis/troubleshooting/stream_pel_limit.mdx b/redis/troubleshooting/stream_pel_limit.mdx
index 07742c8a..1fdb2e08 100644
--- a/redis/troubleshooting/stream_pel_limit.mdx
+++ b/redis/troubleshooting/stream_pel_limit.mdx
@@ -1,5 +1,6 @@
 ---
 title: ERR XReadGroup is cancelled
+description: Fix the Upstash Redis XReadGroup is cancelled error by acknowledging pending stream messages with XACK to free the consumer PEL.
 ---
 
 ### Symptom
diff --git a/redis/tutorials/api_with_cdk.mdx b/redis/tutorials/api_with_cdk.mdx
index c4e3b03c..4ab98307 100644
--- a/redis/tutorials/api_with_cdk.mdx
+++ b/redis/tutorials/api_with_cdk.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Deploy a Serverless API with AWS CDK and AWS Lambda"
+description: Build and deploy a serverless view-counter API on AWS Lambda with the AWS CDK in TypeScript, using Upstash Redis for state.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/aws-cdk-typescript" horizontal>
   You can find the project source code on GitHub.
diff --git a/redis/tutorials/auto_complete_with_serverless_redis.mdx b/redis/tutorials/auto_complete_with_serverless_redis.mdx
index 264ce847..2f6797c5 100755
--- a/redis/tutorials/auto_complete_with_serverless_redis.mdx
+++ b/redis/tutorials/auto_complete_with_serverless_redis.mdx
@@ -1,5 +1,6 @@
 ---
 title: Autocomplete API with Serverless Redis
+description: Build an autocomplete API using Upstash Redis sorted sets and ZRANK to return term suggestions from prefixes.
 ---
 
 This tutorial implements an autocomplete API powered by serverless Redis. See
diff --git a/redis/tutorials/cloudflare_workers_with_redis.mdx b/redis/tutorials/cloudflare_workers_with_redis.mdx
index 93c1ca5d..7a371d3d 100644
--- a/redis/tutorials/cloudflare_workers_with_redis.mdx
+++ b/redis/tutorials/cloudflare_workers_with_redis.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Use Redis in Cloudflare Workers"
+description: Use Upstash Redis via REST API in a Cloudflare Workers edge function to serve location-based greetings.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/cloudflare-workers-with-typescript" horizontal>
   You can find the project source code on GitHub.
diff --git a/redis/tutorials/coin_price_list.mdx b/redis/tutorials/coin_price_list.mdx
index 2b7c2b01..d7c5c437 100644
--- a/redis/tutorials/coin_price_list.mdx
+++ b/redis/tutorials/coin_price_list.mdx
@@ -1,5 +1,6 @@
 ---
 title: Backendless Coin Price List with GraphQL API, Serverless Redis and Next.JS
+description: Build a backendless coin price list with Next.js and the Upstash GraphQL API, reading Redis directly from the client.
 
 image: img/coin-price-list/coin-price-list.png
 ---
diff --git a/redis/tutorials/goapi.mdx b/redis/tutorials/goapi.mdx
index 219e25f7..e241ecf4 100755
--- a/redis/tutorials/goapi.mdx
+++ b/redis/tutorials/goapi.mdx
@@ -1,5 +1,6 @@
 ---
 title: Serverless Golang API with Redis
+description: Build a serverless Golang page-view counter API on AWS Lambda with Upstash Redis, deployed using AWS SAM.
 ---
 
 This tutorial shows how to build a serverless API with Golang and Redis. The API
diff --git a/redis/tutorials/laravel_caching.mdx b/redis/tutorials/laravel_caching.mdx
index 41239581..a5572655 100644
--- a/redis/tutorials/laravel_caching.mdx
+++ b/redis/tutorials/laravel_caching.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Caching in Laravel with Redis"
+description: Add caching to a Laravel application with Upstash Redis to speed up database-backed queries.
 ---
 
 ## Project Setup
diff --git a/redis/tutorials/nextjs_with_redis.mdx b/redis/tutorials/nextjs_with_redis.mdx
index d4bd414d..81886965 100644
--- a/redis/tutorials/nextjs_with_redis.mdx
+++ b/redis/tutorials/nextjs_with_redis.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Next.js with Redis"
+description: Use Upstash Redis as a state store in a Next.js App Router app by building a simple page-view counter.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/nextjs-app-router" horizontal>
   You can find the project source code on GitHub.
diff --git a/redis/tutorials/python_fastapi_caching.mdx b/redis/tutorials/python_fastapi_caching.mdx
index 06c5d21f..24782037 100644
--- a/redis/tutorials/python_fastapi_caching.mdx
+++ b/redis/tutorials/python_fastapi_caching.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Redis as a Cache for Your FastAPI App"
+description: Cache FastAPI responses with Upstash Redis to cut database queries and speed up an external weather API app.
 ---
 
 ### Introduction
diff --git a/redis/tutorials/python_multithreading.mdx b/redis/tutorials/python_multithreading.mdx
index 8b1a691a..d8585727 100644
--- a/redis/tutorials/python_multithreading.mdx
+++ b/redis/tutorials/python_multithreading.mdx
@@ -1,5 +1,6 @@
 ---
 title: Multithreaded Web Scraping with Redis Caching
+description: Build a multithreaded Python web scraper that caches HTTP responses in Upstash Redis to avoid redundant requests.
 ---
 
 In this tutorial, we’ll build a multithreaded web scraper in Python that leverages Redis for caching responses to minimize redundant HTTP requests. The scraper will be capable of handling groups of URLs across multiple threads while caching responses to reduce load and improve performance.
diff --git a/redis/tutorials/python_rate_limiting.mdx b/redis/tutorials/python_rate_limiting.mdx
index 3e1dd9c1..94c1673b 100644
--- a/redis/tutorials/python_rate_limiting.mdx
+++ b/redis/tutorials/python_rate_limiting.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Rate Limiting for Your FastAPI App"
+description: Add rate limiting to a FastAPI app with Upstash Redis using a fixed window limiter to control API usage.
 ---
 
 ### Introduction
diff --git a/redis/tutorials/python_realtime_chat.mdx b/redis/tutorials/python_realtime_chat.mdx
index d4bb1b13..804ad512 100644
--- a/redis/tutorials/python_realtime_chat.mdx
+++ b/redis/tutorials/python_realtime_chat.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Build a Real-Time Chat Application with Serverless Redis"
+description: Build a real-time chat app with Flask, SocketIO, and Upstash Redis Pub/Sub for low-latency message handling.
 ---
 
 In this tutorial, we will build a real-time chat application using Flask and SocketIO, leveraging Upstash Redis for efficient message handling. Redis, being a fast, in-memory data store, provides an ideal backbone for real-time messaging systems due to its low latency and support for Pub/Sub messaging patterns.
diff --git a/redis/tutorials/python_session.mdx b/redis/tutorials/python_session.mdx
index a8f0ed98..e36412dd 100644
--- a/redis/tutorials/python_session.mdx
+++ b/redis/tutorials/python_session.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Manage Sessions in Python with Serverless Redis"
+description: Implement session management in a FastAPI app using cookies and Upstash Redis for fast, expiring session storage.
 ---
 
 In this tutorial, we’ll see how to implement session management in a FastAPI application using Upstash Redis. We’ll use cookies to store session IDs, while session data is maintained in Redis for its speed and expiration features.
diff --git a/redis/tutorials/python_url_shortener.mdx b/redis/tutorials/python_url_shortener.mdx
index 374a1e41..4514f14b 100644
--- a/redis/tutorials/python_url_shortener.mdx
+++ b/redis/tutorials/python_url_shortener.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Building a URL Shortener with Redis"
+description: Build a URL shortener in Python with Upstash Redis, generating short codes and setting expiration times for links.
 ---
 
 ### Introduction
diff --git a/redis/tutorials/pythonapi.mdx b/redis/tutorials/pythonapi.mdx
index 22ac634d..813070c0 100755
--- a/redis/tutorials/pythonapi.mdx
+++ b/redis/tutorials/pythonapi.mdx
@@ -1,5 +1,6 @@
 ---
 title: Serverless Python API with Redis
+description: Build a serverless Python page-view counter API on AWS Lambda with Upstash Redis, deployed using the AWS CDK.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/aws-cdk-python" horizontal>
   You can find the project source code on GitHub.
diff --git a/redis/tutorials/rate-limiting.mdx b/redis/tutorials/rate-limiting.mdx
index 5435e6ea..2d5876b3 100644
--- a/redis/tutorials/rate-limiting.mdx
+++ b/redis/tutorials/rate-limiting.mdx
@@ -1,5 +1,6 @@
 ---
 title: "AWS Lambda Rate Limiting with Serverless Redis"
+description: Rate limit an AWS Lambda function by client IP using @upstash/ratelimit, Upstash Redis, and the Serverless Framework.
 ---
 
 In this tutorial, we will deploy a AWS Lambda function ratelimited based on the client's IP address using `@upstash/ratelimit` and Serverless Framework.
diff --git a/redis/tutorials/serverless_java_redis.mdx b/redis/tutorials/serverless_java_redis.mdx
index 56caf623..9dc9c5ba 100755
--- a/redis/tutorials/serverless_java_redis.mdx
+++ b/redis/tutorials/serverless_java_redis.mdx
@@ -1,5 +1,6 @@
 ---
 title: Serverless API with Java and Redis
+description: Build a stateful serverless page-view counter API with Java and Upstash Redis on AWS Lambda.
 ---
 
 In this tutorial, we will build a stateful serverless API using Java and Redis
diff --git a/redis/tutorials/using_aws_sam.mdx b/redis/tutorials/using_aws_sam.mdx
index 7f5fea1f..a55cd95b 100755
--- a/redis/tutorials/using_aws_sam.mdx
+++ b/redis/tutorials/using_aws_sam.mdx
@@ -1,5 +1,6 @@
 ---
 title: Using AWS SAM
+description: Build and deploy a serverless application to AWS Lambda with Upstash Redis using the AWS SAM CLI.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/aws-sam" horizontal>
   You can find the project source code on GitHub.
diff --git a/redis/tutorials/using_google_cloud_functions.mdx b/redis/tutorials/using_google_cloud_functions.mdx
index aecf0c66..e8865fe5 100755
--- a/redis/tutorials/using_google_cloud_functions.mdx
+++ b/redis/tutorials/using_google_cloud_functions.mdx
@@ -1,5 +1,6 @@
 ---
 title: Serverless Redis on Google Cloud Functions
+description: Build a serverless view-counter API on Google Cloud Functions using Upstash Redis as the data store.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/google-cloud-functions" horizontal>
   You can find the project source code on GitHub.
diff --git a/redis/tutorials/using_serverless_framework.mdx b/redis/tutorials/using_serverless_framework.mdx
index 2a9ebf99..b3d211e0 100755
--- a/redis/tutorials/using_serverless_framework.mdx
+++ b/redis/tutorials/using_serverless_framework.mdx
@@ -1,5 +1,6 @@
 ---
 title: Using Serverless Framework
+description: Build and deploy a serverless application to AWS Lambda with Upstash Redis using the Serverless Framework.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/redis-js/tree/main/examples/serverless-framework/counter" horizontal>
   You can find the project source code on GitHub.
diff --git a/workflow/agents/examples.mdx b/workflow/agents/examples.mdx
index 73b5bbaf..d02bed82 100644
--- a/workflow/agents/examples.mdx
+++ b/workflow/agents/examples.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Examples"
+description: Explore examples of building agent systems with the Upstash Workflow Agents API, from architectural patterns to real-world implementations.
 ---
 
 Explore our collection of examples to learn how to build robust agent systems. From architectural patterns to real-world implementations, these examples demonstrate the full potential of our Agents API.
diff --git a/workflow/agents/features.mdx b/workflow/agents/features.mdx
index 14a4f49c..b7fe1c8c 100644
--- a/workflow/agents/features.mdx
+++ b/workflow/agents/features.mdx
@@ -1,5 +1,6 @@
 ---
 Title: "Features"
+description: Explore the features of the Upstash Workflow Agents API, including models, tools from AI SDK and LangChain, and multi-agent orchestration.
 ---
 
 On this page, we explain the features of the Workflow Agents API in more detail.
diff --git a/workflow/agents/getting-started.mdx b/workflow/agents/getting-started.mdx
index f174439c..7a985276 100644
--- a/workflow/agents/getting-started.mdx
+++ b/workflow/agents/getting-started.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Getting Started"
+description: Build your first AI agent endpoint with Upstash Workflow and Next.js, from installation to defining reliable, tool-using agents.
 ---
 
 In this guide, we will be using **Next.js**. If you're working with a different supported framework, you can find instructions on how to define a workflow endpoint in the [quickstarts](/workflow/quickstarts/platforms).
diff --git a/workflow/agents/overview.mdx b/workflow/agents/overview.mdx
index bd6541ca..d64a692a 100644
--- a/workflow/agents/overview.mdx
+++ b/workflow/agents/overview.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Run single or multi-agent AI systems with Upstash Workflow, integrating AI SDK or LangChain tools with reliable, timeout-free execution.
 ---
 
 The **Agents API** of Upstash Workflow enables you to:  
diff --git a/workflow/agents/patterns/evaluator-optimizer.mdx b/workflow/agents/patterns/evaluator-optimizer.mdx
index 0bdea28e..801867cb 100644
--- a/workflow/agents/patterns/evaluator-optimizer.mdx
+++ b/workflow/agents/patterns/evaluator-optimizer.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Evaluator-Optimizer"
+description: Build an evaluator-optimizer agent pattern with Upstash Workflow, where a generator refines its output from evaluator feedback until it passes.
 ---
 
 <img src="/img/workflow/agents/diagram/evaluator-diagram.png" />
diff --git a/workflow/agents/patterns/orchestrator-workers.mdx b/workflow/agents/patterns/orchestrator-workers.mdx
index 37eae844..8e703716 100644
--- a/workflow/agents/patterns/orchestrator-workers.mdx
+++ b/workflow/agents/patterns/orchestrator-workers.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Orchestrator-Workers"
+description: Build an orchestrator-workers agent pattern with Upstash Workflow, directing multiple worker agents on subtasks and synthesizing their outputs.
 ---
 
 <img src="/img/workflow/agents/diagram/orchestrator-diagram.png" />
diff --git a/workflow/agents/patterns/parallelization.mdx b/workflow/agents/patterns/parallelization.mdx
index dbede34d..3419d3bb 100644
--- a/workflow/agents/patterns/parallelization.mdx
+++ b/workflow/agents/patterns/parallelization.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Parallelization"
+description: Build a parallelization agent pattern with Upstash Workflow, calling multiple agents simultaneously and aggregating their results.
 ---
 
 <img src="/img/workflow/agents/diagram/parallel-diagram.png" />
diff --git a/workflow/agents/patterns/prompt-chaining.mdx b/workflow/agents/patterns/prompt-chaining.mdx
index 5b5b9b9f..5357aeeb 100644
--- a/workflow/agents/patterns/prompt-chaining.mdx
+++ b/workflow/agents/patterns/prompt-chaining.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Prompt Chaining"
+description: Build a prompt chaining agent pattern with Upstash Workflow, where each agent's output feeds the next in a sequence of LLM calls.
 ---
 
 <img src="/img/workflow/agents/diagram/prompt-chain-diagram.png" />
diff --git a/workflow/basics/caveats.mdx b/workflow/basics/caveats.mdx
index fbfaa955..3d6f131a 100644
--- a/workflow/basics/caveats.mdx
+++ b/workflow/basics/caveats.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Caveats"
+description: Best practices and caveats for Upstash Workflow, including running business logic inside context.run and avoiding common pitfalls.
 ---
 
 ## Introduction
diff --git a/workflow/basics/client.mdx b/workflow/basics/client.mdx
index 203114d1..76c9009c 100644
--- a/workflow/basics/client.mdx
+++ b/workflow/basics/client.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Use the Upstash Workflow Client to programmatically interact with your workflow runs from your own app or any external service.
 ---
 
 The Workflow Client lets you programmatically interact with your workflow runs.
diff --git a/workflow/basics/client/cancel.mdx b/workflow/basics/client/cancel.mdx
index 84dc5dfe..da98ee7f 100644
--- a/workflow/basics/client/cancel.mdx
+++ b/workflow/basics/client/cancel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.cancel"
+description: Cancel one or more Upstash Workflow runs by ID, using filters, or all at once with the client.cancel method.
 ---
 
 Cancel one or more workflow runs. You can pass IDs directly, use filters, or cancel all at once.
diff --git a/workflow/basics/client/dlq/callback.mdx b/workflow/basics/client/dlq/callback.mdx
index 7e26231d..b554af88 100644
--- a/workflow/basics/client/dlq/callback.mdx
+++ b/workflow/basics/client/dlq/callback.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.dlq.retryFailureFunction"
+description: Retry a failed failureFunction or failureUrl request in Upstash Workflow using the client.dlq.retryFailureFunction method.
 ---
 
 If a workflow's `failureFunction` or `failureUrl` request has failed, you can retry it using the `retryFailureFunction` method:
diff --git a/workflow/basics/client/dlq/delete.mdx b/workflow/basics/client/dlq/delete.mdx
index 83301597..6bd803a4 100644
--- a/workflow/basics/client/dlq/delete.mdx
+++ b/workflow/basics/client/dlq/delete.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.dlq.delete"
+description: Delete one or more workflow runs from the Upstash Workflow Dead Letter Queue by ID, array of IDs, or filters with client.dlq.delete.
 ---
 
 The `dlq.delete` method deletes one or more workflow runs from the **Dead Letter Queue (DLQ)**.
diff --git a/workflow/basics/client/dlq/list.mdx b/workflow/basics/client/dlq/list.mdx
index ef4e4bdd..ed98521a 100644
--- a/workflow/basics/client/dlq/list.mdx
+++ b/workflow/basics/client/dlq/list.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.dlq.list"
+description: List failed workflow and QStash messages in the Upstash Workflow Dead Letter Queue with pagination using the client.dlq.list method.
 ---
 
 The `dlq.list` method retrieves messages that were sent to the **Dead Letter Queue (DLQ)**.
diff --git a/workflow/basics/client/dlq/restart.mdx b/workflow/basics/client/dlq/restart.mdx
index 88ac5390..76c0f187 100644
--- a/workflow/basics/client/dlq/restart.mdx
+++ b/workflow/basics/client/dlq/restart.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.dlq.restart"
+description: Restart failed workflow runs from the Upstash Workflow Dead Letter Queue from the beginning using the client.dlq.restart method.
 ---
 
 The `dlq.restart` method restarts one or more workflow runs from **Dead Letter Queue (DLQ)**.
diff --git a/workflow/basics/client/dlq/resume.mdx b/workflow/basics/client/dlq/resume.mdx
index a8d8c31c..ea4f0734 100644
--- a/workflow/basics/client/dlq/resume.mdx
+++ b/workflow/basics/client/dlq/resume.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.dlq.resume"
+description: Resume failed workflow runs from the Upstash Workflow Dead Letter Queue at the failed step using the client.dlq.resume method.
 ---
 
 The `dlq.resume` method resumes one or more workflow runs from the **Dead Letter Queue (DLQ)** at the point where they previously failed.
diff --git a/workflow/basics/client/logs.mdx b/workflow/basics/client/logs.mdx
index b6b537dd..ecedf6f8 100644
--- a/workflow/basics/client/logs.mdx
+++ b/workflow/basics/client/logs.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.logs"
+description: Retrieve Upstash Workflow run logs with pagination and filtering using the client.logs method.
 ---
 
 The `logs` method retrieves workflow run logs using the [List Workflow Runs API](/workflow/api-reference/logs/list-workflow-run-logs).
diff --git a/workflow/basics/client/notify.mdx b/workflow/basics/client/notify.mdx
index 05b3b9fe..1988ae19 100644
--- a/workflow/basics/client/notify.mdx
+++ b/workflow/basics/client/notify.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.notify"
+description: Notify Upstash Workflow runs waiting at a waitForEvent step and resume them with event data using the client.notify method.
 ---
 
 The `notify` method notifies workflows that are waiting for a specific event.
diff --git a/workflow/basics/client/trigger.mdx b/workflow/basics/client/trigger.mdx
index 8c942e73..586af36f 100644
--- a/workflow/basics/client/trigger.mdx
+++ b/workflow/basics/client/trigger.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.trigger"
+description: Start one or more Upstash Workflow runs and get their workflowRunId using the client.trigger method.
 ---
 
 The `trigger` method starts a new workflow run and returns its `workflowRunId`.
diff --git a/workflow/basics/client/waiters.mdx b/workflow/basics/client/waiters.mdx
index 69bf81b6..f1c07f24 100644
--- a/workflow/basics/client/waiters.mdx
+++ b/workflow/basics/client/waiters.mdx
@@ -1,5 +1,6 @@
 ---
 title: "client.getWaiters"
+description: Retrieve all workflow runs currently paused at a waitForEvent step for a given event using the client.getWaiters method.
 ---
 
 The `getWaiters` method retrieves all waiters that are currently listening for a given event.
diff --git a/workflow/basics/how.mdx b/workflow/basics/how.mdx
index 0bb3fc54..6ed919ff 100644
--- a/workflow/basics/how.mdx
+++ b/workflow/basics/how.mdx
@@ -1,5 +1,6 @@
 ---
 title: "How Workflow Works"
+description: Understand how Upstash Workflow orchestrates durable, scalable, and cost-efficient multi-step workflows built on top of Upstash QStash.
 ---
 
 Upstash Workflow is an orchestration layer that allows you to write **multi‑step workflows** which are:
diff --git a/workflow/basics/serve.mdx b/workflow/basics/serve.mdx
index 5ee6b12d..67b604c3 100644
--- a/workflow/basics/serve.mdx
+++ b/workflow/basics/serve.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Define a workflow endpoint with the Upstash Workflow serve() function, passing a route function of steps and configuration options.
 ---
 
 Use the `serve()` function to define an endpoint that runs a workflow.
diff --git a/workflow/basics/serve/advanced.mdx b/workflow/basics/serve/advanced.mdx
index c22320f9..4df7deed 100644
--- a/workflow/basics/serve/advanced.mdx
+++ b/workflow/basics/serve/advanced.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Advanced Options"
+description: Advanced serve() options for Upstash Workflow, including failureFunction, retries, and settings for edge cases and testing pipelines.
 ---
 
 Advanced Options are intended to support edge cases or testing pipelines and are **not required for regular use**.
diff --git a/workflow/changelog.mdx b/workflow/changelog.mdx
index ea3a48c4..b514f15c 100644
--- a/workflow/changelog.mdx
+++ b/workflow/changelog.mdx
@@ -1,5 +1,6 @@
 ---
 title: Changelog
+description: Changelog for Upstash Workflow, tracking new features and updates to the TypeScript (workflow-js) and Python (workflow-py) SDKs.
 ---
 
 <Note>
diff --git a/workflow/examples/allInOne.mdx b/workflow/examples/allInOne.mdx
index 05b9374e..cb1bba2a 100644
--- a/workflow/examples/allInOne.mdx
+++ b/workflow/examples/allInOne.mdx
@@ -1,5 +1,6 @@
 ---
 title: "AI Generation"
+description: Process large datasets with Upstash Workflow by downloading data, processing chunks with OpenAI GPT-4, aggregating results, and generating a report.
 ---
 
 ## Introduction
diff --git a/workflow/examples/authWebhook.mdx b/workflow/examples/authWebhook.mdx
index 512fb5d7..02ed4656 100644
--- a/workflow/examples/authWebhook.mdx
+++ b/workflow/examples/authWebhook.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Auth Provider Webhook"
+description: Build an authentication provider webhook with Upstash Workflow to handle user creation, Stripe trials, and automated email reminders.
 ---
 
 This example demonstrates an authentication provider webhook process using Upstash Workflow. 
diff --git a/workflow/examples/customRetry.mdx b/workflow/examples/customRetry.mdx
index 7e35b600..fb83b4dd 100644
--- a/workflow/examples/customRetry.mdx
+++ b/workflow/examples/customRetry.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Custom Retry Logic"
+description: Implement custom retry logic in Upstash Workflow using response status codes and headers to control retries when calling third-party APIs like OpenAI.
 ---
 
 ## Key Features
diff --git a/workflow/examples/customerOnboarding.mdx b/workflow/examples/customerOnboarding.mdx
index 02df2516..0c2908d4 100644
--- a/workflow/examples/customerOnboarding.mdx
+++ b/workflow/examples/customerOnboarding.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Customer Onboarding"
+description: Build a customer onboarding workflow with Upstash Workflow that registers users, sends welcome emails, and reacts to user activity over time.
 ---
 
 This example demonstrates a customer onboarding process using Upstash Workflow. The following example workflow registers a new user, sends welcome emails, and periodically checks and responds to the user's activity state.
diff --git a/workflow/examples/dynamicWorkflow.mdx b/workflow/examples/dynamicWorkflow.mdx
index d665075c..06343cf5 100644
--- a/workflow/examples/dynamicWorkflow.mdx
+++ b/workflow/examples/dynamicWorkflow.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Dynamic Workflows"
+description: Build dynamic, configurable workflows with Upstash Workflow that run runtime-defined steps while safely handling ordering, naming, and versioning.
 ---
 
 This example demonstrates how to build **dynamic, configurable workflows** using Upstash Workflow, while safely handling ordering, naming, and versioning constraints. 
diff --git a/workflow/examples/eCommerceOrderFulfillment.mdx b/workflow/examples/eCommerceOrderFulfillment.mdx
index 443542e3..439bd773 100644
--- a/workflow/examples/eCommerceOrderFulfillment.mdx
+++ b/workflow/examples/eCommerceOrderFulfillment.mdx
@@ -1,5 +1,6 @@
 ---
 title: "E-commerce Order Fulfillment"
+description: Automate e-commerce order fulfillment with Upstash Workflow by verifying stock, processing payment, dispatching orders, and notifying customers.
 ---
 
 ## Introduction
diff --git a/workflow/examples/imageProcessing.mdx b/workflow/examples/imageProcessing.mdx
index a4a4d9b4..31176d1e 100644
--- a/workflow/examples/imageProcessing.mdx
+++ b/workflow/examples/imageProcessing.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Image Processing"
+description: Process images with Upstash Workflow by uploading, resizing into multiple resolutions, applying filters, and storing the processed versions.
 ---
 
 <Note>
diff --git a/workflow/examples/paymentRetry.mdx b/workflow/examples/paymentRetry.mdx
index fcb714d1..78c6c249 100644
--- a/workflow/examples/paymentRetry.mdx
+++ b/workflow/examples/paymentRetry.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Payment Retries"
+description: Build a payment retry workflow with Upstash Workflow that retries failed charges, sends invoice emails, and suspends accounts after repeated failures.
 ---
 
 This example demonstrates a payment retry process using Upstash Workflow.
diff --git a/workflow/examples/waitForEvent.mdx b/workflow/examples/waitForEvent.mdx
index 429f1130..dc045608 100644
--- a/workflow/examples/waitForEvent.mdx
+++ b/workflow/examples/waitForEvent.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Waiting for Events"
+description: Pause and resume workflows with Upstash Workflow's wait-for-event feature, letting an external system notify order processing when it is ready.
 ---
 
 <Note>
diff --git a/workflow/features/dlq.mdx b/workflow/features/dlq.mdx
index 8c9a1433..8823ea24 100644
--- a/workflow/features/dlq.mdx
+++ b/workflow/features/dlq.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: The Dead Letter Queue automatically captures failed Upstash Workflow runs after all retries, preserving execution context for restart, resume, or delete.
 ---
 
 The Dead Letter Queue (DLQ) automatically captures failed workflow runs that have exhausted all retry attempts.
diff --git a/workflow/features/dlq/callback.mdx b/workflow/features/dlq/callback.mdx
index f50752f1..ba6600b9 100644
--- a/workflow/features/dlq/callback.mdx
+++ b/workflow/features/dlq/callback.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Rerun Failure Function"
+description: Rerun a workflow's failure function from the DLQ to complete cleanup, logging, or alerting tasks that failed after an Upstash Workflow run failed.
 ---
 
 The **Rerun Failure Function** action allows you to retry the failure function that executes when a workflow run enters the Dead Letter Queue (DLQ).
diff --git a/workflow/features/dlq/delete.mdx b/workflow/features/dlq/delete.mdx
index f7c5018d..01254f04 100644
--- a/workflow/features/dlq/delete.mdx
+++ b/workflow/features/dlq/delete.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Delete"
+description: Delete failed Upstash Workflow runs from the Dead Letter Queue individually, in bulk by ID, or by filters like label, URL, or date range.
 ---
 
 The **Delete** action allows you to remove failed workflow runs from the Dead Letter Queue when no recovery action is needed.
diff --git a/workflow/features/dlq/restart.mdx b/workflow/features/dlq/restart.mdx
index f9ac4441..6450cd81 100644
--- a/workflow/features/dlq/restart.mdx
+++ b/workflow/features/dlq/restart.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Restart"
+description: Restart a failed Upstash Workflow run from the beginning, discarding previous step results and executing from scratch with the original payload.
 ---
 
 The **Restart** action allows you to re-execute a failed workflow run from the beginning.
diff --git a/workflow/features/dlq/resume.mdx b/workflow/features/dlq/resume.mdx
index 6fd669d1..894a269b 100644
--- a/workflow/features/dlq/resume.mdx
+++ b/workflow/features/dlq/resume.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Resume"
+description: Resume a failed Upstash Workflow run from the exact point of failure, preserving all successfully completed steps and their results.
 ---
 
 The **Resume** action allows you to continue a failed workflow run from the exact point of failure, preserving all successfully completed steps and their results.
diff --git a/workflow/features/failure-callback.mdx b/workflow/features/failure-callback.mdx
index 36573566..50c9d5b2 100644
--- a/workflow/features/failure-callback.mdx
+++ b/workflow/features/failure-callback.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Attach a failure function to your Upstash Workflow to run custom cleanup, logging, or alerting when a run fails after exhausting all retries.
 ---
 
 When you define a workflow endpoint, you can attach a failure function to the workflow that allows you to execute custom logic when a workflow run fails after exhausting all retry attempts.
diff --git a/workflow/features/failureFunction/advanced.mdx b/workflow/features/failureFunction/advanced.mdx
index 54327fbb..5788d351 100644
--- a/workflow/features/failureFunction/advanced.mdx
+++ b/workflow/features/failureFunction/advanced.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Advanced failureUrl Option"
+description: Use the failureUrl option to send Upstash Workflow failure callbacks to a separate endpoint, handling failures on infrastructure independent of your workflow.
 ---
 
 The `failureUrl` is an advanced option that sends failure callback to a different endpoint rather than to the workflow endpoint (failure function).
diff --git a/workflow/features/failureFunction/reliability.mdx b/workflow/features/failureFunction/reliability.mdx
index a8285b04..4c480a3a 100644
--- a/workflow/features/failureFunction/reliability.mdx
+++ b/workflow/features/failureFunction/reliability.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Reliability of Failure Function"
+description: Understand how Upstash Workflow retries a failing failure function and how to inspect and rerun failed executions from the DLQ dashboard.
 ---
 
 The failure function is executed whenever a workflow run fails.
diff --git a/workflow/features/flow-control.mdx b/workflow/features/flow-control.mdx
index 3f573b04..1f703962 100644
--- a/workflow/features/flow-control.mdx
+++ b/workflow/features/flow-control.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Flow Control limits how many Upstash Workflow steps run by queuing and delaying delivery to respect rate, period, and parallelism constraints.
 ---
 
 Flow Control allows you to limit how many workflow steps are executed by delaying and queuing their delivery.
diff --git a/workflow/features/flow-control/monitor.mdx b/workflow/features/flow-control/monitor.mdx
index c978432b..1093bd49 100644
--- a/workflow/features/flow-control/monitor.mdx
+++ b/workflow/features/flow-control/monitor.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Monitor & Manage"
+description: Monitor and manage Upstash Workflow flow control keys from the console or REST API, including pausing delivery, pinning configs, and resetting rate counts.
 ---
 
 You can monitor wait list size of your flow control key's from the console `FlowControl` tab. The console also allows you to pin, unpin, and reset rate for flow control keys directly.
diff --git a/workflow/features/flow-control/parallelism.mdx b/workflow/features/flow-control/parallelism.mdx
index 8516a323..e4932e2b 100644
--- a/workflow/features/flow-control/parallelism.mdx
+++ b/workflow/features/flow-control/parallelism.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Parallelism"
+description: Limit how many Upstash Workflow steps run concurrently with a token-based parallelism control that queues excess requests in a waitlist.
 ---
 
 The parallelism limit controls the maximum number of calls that can be executed concurrently.
diff --git a/workflow/features/flow-control/rate-period.mdx b/workflow/features/flow-control/rate-period.mdx
index 6c758565..c7abdb2e 100644
--- a/workflow/features/flow-control/rate-period.mdx
+++ b/workflow/features/flow-control/rate-period.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Rate and Period"
+description: Control how many Upstash Workflow steps start within a time window using rate and period limits, queuing excess steps for the next window.
 ---
 
 The rate specifies the maximum number of requests allowed in a given period (time window).
diff --git a/workflow/features/invoke.mdx b/workflow/features/invoke.mdx
index deb6f655..44317b1d 100644
--- a/workflow/features/invoke.mdx
+++ b/workflow/features/invoke.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Use context.invoke to start another Upstash Workflow from within a workflow and await its result, orchestrating multiple workflows together.
 ---
 
 You can start another workflow run inside a workflow and await its execution to complete.
diff --git a/workflow/features/invoke/serveMany.mdx b/workflow/features/invoke/serveMany.mdx
index d715b68b..3d96212e 100644
--- a/workflow/features/invoke/serveMany.mdx
+++ b/workflow/features/invoke/serveMany.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Using Serve Many"
+description: Expose multiple Upstash Workflows under one route with serveMany and invoke them by object with full type safety, no URLs required.
 ---
 
 Normally, workflows are created with `serve()`, which exposes each workflow as its own HTTP endpoint.
diff --git a/workflow/features/notify.mdx b/workflow/features/notify.mdx
index be8387c3..b0a9f8d6 100644
--- a/workflow/features/notify.mdx
+++ b/workflow/features/notify.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Notify"
+description: Notify Upstash Workflow runs waiting on an event ID from inside a workflow or an external system, with lookback to prevent race conditions.
 ---
 
 You can notify all the workflow runs waitingi for a specific event ID.
diff --git a/workflow/features/parallel-steps.mdx b/workflow/features/parallel-steps.mdx
index 46d07494..e8d32575 100644
--- a/workflow/features/parallel-steps.mdx
+++ b/workflow/features/parallel-steps.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Parallel Steps"
+description: Run multiple Upstash Workflow steps concurrently with Promise.all to execute independent operations in parallel with no extra configuration.
 ---
 
 Upstash Workflow supports executing multiple steps in parallel.
diff --git a/workflow/features/retries.mdx b/workflow/features/retries.mdx
index 9a172272..c18305d3 100644
--- a/workflow/features/retries.mdx
+++ b/workflow/features/retries.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Upstash Workflow automatically retries failed steps with configurable attempt counts and exponential backoff to handle transient errors reliably.
 ---
 
 Upstash Workflow provides an automatic retry mechanism to improve reliability and make workflows resilient against temporary failures.
diff --git a/workflow/features/retries/prevent-retries.mdx b/workflow/features/retries/prevent-retries.mdx
index a7eb7984..f3fe2341 100644
--- a/workflow/features/retries/prevent-retries.mdx
+++ b/workflow/features/retries/prevent-retries.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Prevent Retries"
+description: Stop Upstash Workflow execution without retries using WorkflowNonRetryableError, context.cancel, or conditional guards to exit early gracefully.
 ---
 
 It is recommended to enable retries for workflow runs to improve reliability.
diff --git a/workflow/features/sleep.mdx b/workflow/features/sleep.mdx
index 353b58c3..9e6b68ea 100644
--- a/workflow/features/sleep.mdx
+++ b/workflow/features/sleep.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Sleep"
+description: Pause Upstash Workflow execution with context.sleep and sleepUntil to build time-based delays without consuming compute or serverless timeouts.
 ---
 
 Upstash Workflow provides a **Sleep** feature that allows you to pause workflow execution for specified durations without consuming compute resources. 
diff --git a/workflow/features/wait-for-event.mdx b/workflow/features/wait-for-event.mdx
index 401cb544..c4d876ae 100644
--- a/workflow/features/wait-for-event.mdx
+++ b/workflow/features/wait-for-event.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Pause an Upstash Workflow with waitForEvent until an external event arrives, with timeouts and lookback strategies to avoid notify race conditions.
 ---
 
 Wait for Event feature that allows you to pause workflow execution until an external event occurs.
diff --git a/workflow/features/wait.mdx b/workflow/features/wait.mdx
index 8b24481e..01f8b923 100644
--- a/workflow/features/wait.mdx
+++ b/workflow/features/wait.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Wait"
+description: Pause an Upstash Workflow run with waitForEvent until a matching event is published, using configurable timeouts to handle waits gracefully.
 ---
 
 You can pause a workflow run with the `waitForEvent` step. An event is uniquely identified by event ID.
diff --git a/workflow/features/webhooks.mdx b/workflow/features/webhooks.mdx
index 8e2eae5f..980c289f 100644
--- a/workflow/features/webhooks.mdx
+++ b/workflow/features/webhooks.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Webhooks"
+description: Pause an Upstash Workflow and wait for a callback URL with createWebhook and waitForWebhook, integrating third-party APIs with built-in lookback.
 ---
 
 The Webhook feature allows you to pause workflow execution and wait for a webhook URL to be called, enabling seamless integration with third-party APIs and asynchronous operations.
diff --git a/workflow/getstarted.mdx b/workflow/getstarted.mdx
index 3e3b4385..41c1b112 100644
--- a/workflow/getstarted.mdx
+++ b/workflow/getstarted.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Upstash Workflow lets you write durable, reliable serverless functions with delivery guarantees, automatic retries, and scheduling, with no infrastructure to manage.
 ---
 
 Upstash Workflow lets you write **durable, reliable and performant serverless functions**. Get delivery guarantees, automatic retries on failure, scheduling and more without managing any infrastructure.
diff --git a/workflow/howto/cancel.mdx b/workflow/howto/cancel.mdx
index 3d3d53d9..bddb7930 100644
--- a/workflow/howto/cancel.mdx
+++ b/workflow/howto/cancel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Cancel a Run"
+description: Cancel a running Upstash Workflow from the console, the client.cancel method, or the REST API using the workflow run ID.
 ---
 
 You can cancel a running workflow both programatically and from your Upstash Workflow console.
diff --git a/workflow/howto/changes.mdx b/workflow/howto/changes.mdx
index 18e525fd..95759ccb 100644
--- a/workflow/howto/changes.mdx
+++ b/workflow/howto/changes.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Update a Workflow"
+description: Update Upstash Workflow code safely by understanding step-order constraints and strategies for handling in-progress runs during deployments.
 ---
 
 Workflows are composed of multiple steps. When you modify workflow code, it's important to consider how these changes might affect in-progress workflows.
diff --git a/workflow/howto/configure.mdx b/workflow/howto/configure.mdx
index 464c8ad9..c28953ba 100644
--- a/workflow/howto/configure.mdx
+++ b/workflow/howto/configure.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Configure a Run"
+description: Configure an Upstash Workflow run with retries, retry delay, and flow control options when triggering it with the client.
 ---
 
 You can configure a workflow run when starting it. The following are the options you can configure:
diff --git a/workflow/howto/failures.mdx b/workflow/howto/failures.mdx
index ac2cd257..ec715741 100644
--- a/workflow/howto/failures.mdx
+++ b/workflow/howto/failures.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Handle Failed Runs"
+description: Gracefully handle failed Upstash Workflow runs with failure functions, failureUrl callbacks, retries, and DLQ recovery for debugging and resuming.
 ---
 
 This guide shows you how to **gracefully handle failed workflow runs**. This involves best practices on resolving runtime errors, logging and manually retrying runs that have failed multiple times.
diff --git a/workflow/howto/local-development/development-server.mdx b/workflow/howto/local-development/development-server.mdx
index 9322db6a..cf279b41 100644
--- a/workflow/howto/local-development/development-server.mdx
+++ b/workflow/howto/local-development/development-server.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Development Server"
+description: Run Upstash Workflow locally with the QStash development server, using QSTASH_DEV for automatic setup or manual configuration with the CLI.
 ---
 
 Upstash Workflow is built on top of Upstash QStash.
diff --git a/workflow/howto/local-development/local-tunnel.mdx b/workflow/howto/local-development/local-tunnel.mdx
index 86ba3d4e..8b382740 100644
--- a/workflow/howto/local-development/local-tunnel.mdx
+++ b/workflow/howto/local-development/local-tunnel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Local Tunnel"
+description: Expose your local Upstash Workflow endpoint publicly with an ngrok tunnel so managed QStash servers can reach it during development.
 ---
 
 Upstash Workflow requires your application to be publicly accessible in production.
diff --git a/workflow/howto/middlewares.mdx b/workflow/howto/middlewares.mdx
index 0dc028c0..6a8cc880 100644
--- a/workflow/howto/middlewares.mdx
+++ b/workflow/howto/middlewares.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Middlewares"
+description: Hook into Upstash Workflow lifecycle and debug events with built-in or custom middleware for logging, monitoring, and error tracking.
 ---
 
 Middlewares allow you to intercept and respond to workflow lifecycle events and debug messages. They're useful for logging, monitoring, error tracking, and custom integrations.
diff --git a/workflow/howto/migrations.mdx b/workflow/howto/migrations.mdx
index c712db79..94e5ca00 100644
--- a/workflow/howto/migrations.mdx
+++ b/workflow/howto/migrations.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Migration Guide"
+description: Migrate between Upstash Workflow versions, including the 1.0.0 TypeScript release breaking changes and moving from @upstash/qstash.
 ---
 
 This guide covers migration between different versions of Upstash Workflow.
diff --git a/workflow/howto/multi-region.mdx b/workflow/howto/multi-region.mdx
index 07c775b1..11565e8f 100644
--- a/workflow/howto/multi-region.mdx
+++ b/workflow/howto/multi-region.mdx
@@ -1,5 +1,6 @@
 ---
 title: Select a Region
+description: Choose between Upstash Workflow's EU and US regions and migrate resources between them using single-region or migration mode configuration.
 ---
 
 ## Overview
diff --git a/workflow/howto/parallel-runs.mdx b/workflow/howto/parallel-runs.mdx
index 82292653..84938e9f 100644
--- a/workflow/howto/parallel-runs.mdx
+++ b/workflow/howto/parallel-runs.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Parallel Runs"
+description: Run multiple Upstash Workflow steps at the same time with Promise.all, executing independent steps concurrently within a single run.
 ---
 
 <Note>
diff --git a/workflow/howto/readonly-token.mdx b/workflow/howto/readonly-token.mdx
index e93c1e93..c82625d2 100644
--- a/workflow/howto/readonly-token.mdx
+++ b/workflow/howto/readonly-token.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Read-only Token"
+description: Share a read-only Upstash Workflow token that accesses logs, messages, and schedules but cannot publish messages or modify resources.
 ---
 
 You can use a read-only version of your token to safely share it with your team or AI agents.
diff --git a/workflow/howto/realtime/basic.mdx b/workflow/howto/realtime/basic.mdx
index 8fadd55a..f443a082 100644
--- a/workflow/howto/realtime/basic.mdx
+++ b/workflow/howto/realtime/basic.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Realtime Quickstart"
+description: Integrate Upstash Workflow with Upstash Realtime to emit step events and stream live workflow progress to your frontend over Server-Sent Events.
 ---
 
 [**Upstash Realtime**](/realtime/overall/quickstart) lets you emit events from your workflow and subscribe to them in real-time on your frontend.
diff --git a/workflow/howto/realtime/human-in-the-loop.mdx b/workflow/howto/realtime/human-in-the-loop.mdx
index 67e714c5..ac2c4d96 100644
--- a/workflow/howto/realtime/human-in-the-loop.mdx
+++ b/workflow/howto/realtime/human-in-the-loop.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Human-in-the-Loop"
+description: Build human-in-the-loop Upstash Workflows that pause for user approval with waitForEvent and stream real-time status updates using Upstash Realtime.
 ---
 
 Some workflows require human approval or input before proceeding. When combined with [**Upstash Realtime**](/realtime/overall/quickstart), you can create interactive workflows that pause for user input and provide real-time feedback to your frontend during the entire process.
diff --git a/workflow/howto/schedule.mdx b/workflow/howto/schedule.mdx
index d5f614ac..189bf88f 100644
--- a/workflow/howto/schedule.mdx
+++ b/workflow/howto/schedule.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Schedule a Workflow"
+description: Schedule Upstash Workflows to run periodically with QStash cron schedules, from the dashboard or programmatically with per-user schedule IDs.
 ---
 
 You can schedule a workflow to run periodically using a cron definition.
diff --git a/workflow/howto/security.mdx b/workflow/howto/security.mdx
index 74d4dee6..30c6e795 100644
--- a/workflow/howto/security.mdx
+++ b/workflow/howto/security.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Secure a Workflow"
+description: Secure your Upstash Workflow endpoint with built-in Upstash-Signature request verification or a custom authorization method.
 ---
 
 To prevent unauthorized access to your workflow endpoint, you can add an authorization layer.
diff --git a/workflow/howto/start.mdx b/workflow/howto/start.mdx
index 1739cdc4..8b72359f 100644
--- a/workflow/howto/start.mdx
+++ b/workflow/howto/start.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Start a Run"
+description: Start an Upstash Workflow run with the recommended client.trigger method or a direct HTTP request, passing body, headers, retries, and more.
 ---
 
 You’ve defined your workflow, and the final step is to trigger the endpoint!
diff --git a/workflow/howto/use-webhooks.mdx b/workflow/howto/use-webhooks.mdx
index 911a23d5..9401e226 100644
--- a/workflow/howto/use-webhooks.mdx
+++ b/workflow/howto/use-webhooks.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Webhooks"
+description: Handle incoming webhooks in Upstash Workflow by setting up endpoints, validating requests, and processing events as trackable steps.
 sidebarTitle: "Handle Webhooks"
 ---
 
diff --git a/workflow/integrations/aisdk.mdx b/workflow/integrations/aisdk.mdx
index 9d49ce73..037265fc 100644
--- a/workflow/integrations/aisdk.mdx
+++ b/workflow/integrations/aisdk.mdx
@@ -1,5 +1,6 @@
 ---
 title: Vercel AI SDK
+description: Integrate Upstash Workflow with the Vercel AI SDK to build durable AI applications with automatic retries, workflow steps, and tool calling.
 ---
 
 <Note>
diff --git a/workflow/integrations/anthropic.mdx b/workflow/integrations/anthropic.mdx
index 8c7d744e..7308a315 100644
--- a/workflow/integrations/anthropic.mdx
+++ b/workflow/integrations/anthropic.mdx
@@ -1,5 +1,6 @@
 ---
 title: Anthropic
+description: Call the Anthropic messages API from Upstash Workflow using the type-safe context.api.anthropic.call method for durable text generation.
 ---
 
 The standard way to call a third-party endpoint in your workflow is by using [`context.call`](/workflow/basics/context#context-call).
diff --git a/workflow/integrations/datadog.mdx b/workflow/integrations/datadog.mdx
index d12e93b9..47a5054b 100644
--- a/workflow/integrations/datadog.mdx
+++ b/workflow/integrations/datadog.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Datadog - Upstash QStash Integration"
+description: Connect Datadog with Upstash QStash to monitor message delivery, retries, DLQ, and schedules with dashboards and analytics.
 sidebarTitle: "Datadog"
 ---
 
diff --git a/workflow/integrations/openai.mdx b/workflow/integrations/openai.mdx
index 12b1470b..3729ce06 100644
--- a/workflow/integrations/openai.mdx
+++ b/workflow/integrations/openai.mdx
@@ -1,5 +1,6 @@
 ---
 title: OpenAI
+description: Call the OpenAI chat completions API from Upstash Workflow using the type-safe context.api.openai.call method for durable text generation.
 ---
 
 ### Calling OpenAI
diff --git a/workflow/integrations/prometheus.mdx b/workflow/integrations/prometheus.mdx
index c4ac7591..d7bba61d 100644
--- a/workflow/integrations/prometheus.mdx
+++ b/workflow/integrations/prometheus.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Prometheus - Upstash QStash Integration"
+description: Scrape Upstash QStash metrics into Prometheus and visualize them in Grafana to monitor message delivery and performance.
 sidebarTitle: "Prometheus"
 ---
 
diff --git a/workflow/integrations/resend.mdx b/workflow/integrations/resend.mdx
index 5f8fec0b..49141af2 100644
--- a/workflow/integrations/resend.mdx
+++ b/workflow/integrations/resend.mdx
@@ -1,5 +1,6 @@
 ---
 title: Resend
+description: Send emails from Upstash Workflow using the type-safe context.api.resend.call method for durable single and batch email delivery.
 ---
 
 The standard way to call a third-party endpoint in your workflow is by using [`context.call`](/workflow/basics/context#context-call).
diff --git a/workflow/pricing.mdx b/workflow/pricing.mdx
index 0b7f7bab..e6340ce8 100644
--- a/workflow/pricing.mdx
+++ b/workflow/pricing.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Pricing"
+description: Understand Upstash Workflow's pay-as-you-go pricing, based on QStash messages per workflow run, and how each step contributes to cost.
 ---
 Upstash Workflow is based on QStash and uses a "pay-as-you-go" pricing model. You only incur costs when your app receives traffic, meaning there's no charge when it's not in use. Click [here](https://upstash.com/pricing/workflow) to view the pricing.
 
diff --git a/workflow/quickstarts/astro.mdx b/workflow/quickstarts/astro.mdx
index 58e45f8c..c0ccbfe9 100644
--- a/workflow/quickstarts/astro.mdx
+++ b/workflow/quickstarts/astro.mdx
@@ -1,5 +1,6 @@
 ---
 title: Astro
+description: Use Upstash Workflow with Astro in this step-by-step quickstart, with a complete example project on GitHub.
 ---
 
 <Card
diff --git a/workflow/quickstarts/cloudflare-workers.mdx b/workflow/quickstarts/cloudflare-workers.mdx
index 8cc14b4f..9da37f19 100644
--- a/workflow/quickstarts/cloudflare-workers.mdx
+++ b/workflow/quickstarts/cloudflare-workers.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Cloudflare Workers"
+description: Deploy Upstash Workflow on Cloudflare Workers with this step-by-step guide, including Hono.js examples and best practices.
 ---
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-js/tree/main/examples/cloudflare-workers" horizontal>
   You can find the project source code on GitHub.
diff --git a/workflow/quickstarts/express.mdx b/workflow/quickstarts/express.mdx
index dc866523..abc00460 100644
--- a/workflow/quickstarts/express.mdx
+++ b/workflow/quickstarts/express.mdx
@@ -1,5 +1,6 @@
 ---
 title: Express.js
+description: Use Upstash Workflow with Express.js in this step-by-step quickstart, with a complete example project on GitHub.
 ---
 
 <Card
diff --git a/workflow/quickstarts/fastapi.mdx b/workflow/quickstarts/fastapi.mdx
index 8ada0d99..f1da5348 100644
--- a/workflow/quickstarts/fastapi.mdx
+++ b/workflow/quickstarts/fastapi.mdx
@@ -1,5 +1,6 @@
 ---
 title: FastAPI
+description: Use Upstash Workflow with FastAPI in Python through this step-by-step quickstart, with an end-to-end example project on GitHub.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-py/tree/master/examples/fastapi" horizontal>
diff --git a/workflow/quickstarts/flask.mdx b/workflow/quickstarts/flask.mdx
index 35ecc162..07a3ef6f 100644
--- a/workflow/quickstarts/flask.mdx
+++ b/workflow/quickstarts/flask.mdx
@@ -1,5 +1,6 @@
 ---
 title: Flask
+description: Use Upstash Workflow with Flask in Python through this step-by-step quickstart, with an end-to-end example project on GitHub.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-py/tree/master/examples/flask" horizontal>
diff --git a/workflow/quickstarts/hono.mdx b/workflow/quickstarts/hono.mdx
index d15c10db..5a2f293a 100644
--- a/workflow/quickstarts/hono.mdx
+++ b/workflow/quickstarts/hono.mdx
@@ -1,5 +1,6 @@
 ---
 title: Hono
+description: Deploy Upstash Workflow with Hono on Cloudflare Workers in this step-by-step quickstart, with an end-to-end example project.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-js/tree/main/examples/hono" horizontal>
diff --git a/workflow/quickstarts/nextjs-fastapi.mdx b/workflow/quickstarts/nextjs-fastapi.mdx
index ecac2c79..dd427419 100644
--- a/workflow/quickstarts/nextjs-fastapi.mdx
+++ b/workflow/quickstarts/nextjs-fastapi.mdx
@@ -1,5 +1,6 @@
 ---
 title: Next.js & FastAPI
+description: Build durable workflows with Upstash Workflow using a Next.js frontend and FastAPI backend in this step-by-step quickstart.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-py/tree/master/examples/nextjs-fastapi" horizontal>
diff --git a/workflow/quickstarts/nextjs-flask.mdx b/workflow/quickstarts/nextjs-flask.mdx
index cf1473ed..7053abd8 100644
--- a/workflow/quickstarts/nextjs-flask.mdx
+++ b/workflow/quickstarts/nextjs-flask.mdx
@@ -1,5 +1,6 @@
 ---
 title: Next.js & Flask
+description: Build durable workflows with Upstash Workflow using a Next.js frontend and Flask backend in this step-by-step quickstart.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-py/tree/master/examples/nextjs-flask" horizontal>
diff --git a/workflow/quickstarts/nuxt.mdx b/workflow/quickstarts/nuxt.mdx
index a609483b..be3b15c1 100644
--- a/workflow/quickstarts/nuxt.mdx
+++ b/workflow/quickstarts/nuxt.mdx
@@ -1,5 +1,6 @@
 ---
 title: Nuxt
+description: Deploy Upstash Workflow with Nuxt in this step-by-step quickstart, featuring a one-click Vercel deploy and example project.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-js/tree/main/examples/nuxt" horizontal>
diff --git a/workflow/quickstarts/platforms.mdx b/workflow/quickstarts/platforms.mdx
index 4c6de760..f9554686 100644
--- a/workflow/quickstarts/platforms.mdx
+++ b/workflow/quickstarts/platforms.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Supported Platforms"
+description: Explore the platforms and frameworks natively supported by Upstash Workflow across JavaScript, TypeScript, and Python.
 ---
 
 Upstash Workflow natively supports the following platforms:
diff --git a/workflow/quickstarts/solidjs.mdx b/workflow/quickstarts/solidjs.mdx
index 51e3f506..2105fd2c 100644
--- a/workflow/quickstarts/solidjs.mdx
+++ b/workflow/quickstarts/solidjs.mdx
@@ -1,5 +1,6 @@
 ---
 title: "SolidJS"
+description: Use Upstash Workflow with SolidJS in this step-by-step quickstart, with an end-to-end example project on GitHub.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-js/tree/main/examples/solidjs" horizontal>
diff --git a/workflow/quickstarts/svelte.mdx b/workflow/quickstarts/svelte.mdx
index 6ff18d62..6081c25f 100644
--- a/workflow/quickstarts/svelte.mdx
+++ b/workflow/quickstarts/svelte.mdx
@@ -1,5 +1,6 @@
 ---
 title: SvelteKit
+description: Deploy Upstash Workflow with SvelteKit in this step-by-step quickstart, featuring a one-click Vercel deploy and example project.
 ---
 
 <Card title="GitHub Repository" icon="github" href="https://github.com/upstash/workflow-js/tree/main/examples/sveltekit" horizontal>
diff --git a/workflow/quickstarts/tanstack-start.mdx b/workflow/quickstarts/tanstack-start.mdx
index 4ad34eee..330c0c31 100644
--- a/workflow/quickstarts/tanstack-start.mdx
+++ b/workflow/quickstarts/tanstack-start.mdx
@@ -1,5 +1,6 @@
 ---
 title: TanStack Start
+description: Use Upstash Workflow with TanStack Start in this step-by-step quickstart, with a complete example project on GitHub.
 ---
 
 <Card
diff --git a/workflow/quickstarts/vercel-nextjs.mdx b/workflow/quickstarts/vercel-nextjs.mdx
index 2d6091cf..01bf53a7 100644
--- a/workflow/quickstarts/vercel-nextjs.mdx
+++ b/workflow/quickstarts/vercel-nextjs.mdx
@@ -1,5 +1,6 @@
 ---
 title: Next.js
+description: Deploy Upstash Workflow with Next.js on Vercel in this step-by-step quickstart, featuring a one-click deploy and example project.
 ---
 
 This guide provides step-by-step instructions on how to use and deploy Upstash Workflow with Next.js.
diff --git a/workflow/steps.mdx b/workflow/steps.mdx
index f113ef0a..272a5a10 100644
--- a/workflow/steps.mdx
+++ b/workflow/steps.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Overview"
+description: Explore the Upstash Workflow context object that exposes step APIs plus run properties like the request payload, headers, and metadata.
 ---
 
 A workflow's **context** is an object provided by the route function.
diff --git a/workflow/steps/api.mdx b/workflow/steps/api.mdx
index f779d74d..bb8947c4 100644
--- a/workflow/steps/api.mdx
+++ b/workflow/steps/api.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.api"
+description: Make type-safe third-party API requests to OpenAI, Anthropic, and Resend as workflow steps with the context.api namespace.
 ---
 
 In addition to `context.call`, you can also make third‑party requests using the `context.api` namespace.
diff --git a/workflow/steps/call.mdx b/workflow/steps/call.mdx
index 3e6035e0..748b146c 100644
--- a/workflow/steps/call.mdx
+++ b/workflow/steps/call.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.call"
+description: Perform HTTP requests as a workflow step with context.call, supporting response times up to 12 hours without consuming compute.
 ---
 
 `context.call()` performs an HTTP request as a workflow step, supporting longer response times up to 12 hours.
diff --git a/workflow/steps/cancel.mdx b/workflow/steps/cancel.mdx
index 5f800b4d..2a9ee7d8 100644
--- a/workflow/steps/cancel.mdx
+++ b/workflow/steps/cancel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.cancel"
+description: Explicitly cancel the current workflow run from within your code using the Upstash Workflow context.cancel method.
 ---
 
 All of the methods covered so far are used to define workflow steps.
diff --git a/workflow/steps/createWebhook.mdx b/workflow/steps/createWebhook.mdx
index cf33a6bb..18dad97b 100644
--- a/workflow/steps/createWebhook.mdx
+++ b/workflow/steps/createWebhook.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.createWebhook"
+description: Create a unique webhook URL that external services can call to resume workflow execution with the context.createWebhook method.
 ---
 
 `context.createWebhook()` creates a unique webhook that can be called by external services to trigger workflow continuation.
diff --git a/workflow/steps/invoke.mdx b/workflow/steps/invoke.mdx
index 0bc6dc3c..7edd354c 100644
--- a/workflow/steps/invoke.mdx
+++ b/workflow/steps/invoke.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.invoke"
+description: Trigger another workflow and pause until it finishes with context.invoke, resuming when it succeeds, fails, or is canceled.
 ---
 
 `context.invoke()` triggers another workflow run and pauses until the invoked workflow finishes.
diff --git a/workflow/steps/notify.mdx b/workflow/steps/notify.mdx
index 4bb0fc88..eb115256 100644
--- a/workflow/steps/notify.mdx
+++ b/workflow/steps/notify.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.notify"
+description: Notify workflows waiting at a waitForEvent step and pass an optional payload using the Upstash Workflow context.notify method.
 ---
 
 `context.notify()` notifies workflows that are waiting for a specific event, passing along an optional payload.
diff --git a/workflow/steps/run.mdx b/workflow/steps/run.mdx
index 1f99fbfe..880d4d8e 100644
--- a/workflow/steps/run.mdx
+++ b/workflow/steps/run.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.run"
+description: Execute custom business logic as a workflow step with context.run, running steps sequentially or in parallel in Upstash Workflow.
 ---
 
 `context.run()` executes a piece of custom business logic as a workflow step.
diff --git a/workflow/steps/sleep.mdx b/workflow/steps/sleep.mdx
index 3320dc23..abb57f3d 100644
--- a/workflow/steps/sleep.mdx
+++ b/workflow/steps/sleep.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.sleep"
+description: Pause workflow execution for a set duration with context.sleep, consuming no compute resources while the workflow sleeps.
 ---
 
 `context.sleep()` pauses workflow execution for a specified duration.
diff --git a/workflow/steps/sleepUntil.mdx b/workflow/steps/sleepUntil.mdx
index c72a00d0..587b2db0 100644
--- a/workflow/steps/sleepUntil.mdx
+++ b/workflow/steps/sleepUntil.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.sleepUntil"
+description: Pause workflow execution until a specific timestamp with context.sleepUntil, consuming no compute resources while sleeping.
 ---
 
 `context.sleepUntil()` pauses workflow execution until a specific timestamp.
diff --git a/workflow/steps/waitForEvent.mdx b/workflow/steps/waitForEvent.mdx
index 4c82153f..08e7eef3 100644
--- a/workflow/steps/waitForEvent.mdx
+++ b/workflow/steps/waitForEvent.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.waitForEvent"
+description: Pause workflow execution until an event occurs or a timeout is reached with the Upstash Workflow context.waitForEvent step.
 ---
 
 `context.waitForEvent` pauses workflow execution until a given event occurs or a timeout is reached.
diff --git a/workflow/steps/waitForWebhook.mdx b/workflow/steps/waitForWebhook.mdx
index 0c220393..b487e943 100644
--- a/workflow/steps/waitForWebhook.mdx
+++ b/workflow/steps/waitForWebhook.mdx
@@ -1,5 +1,6 @@
 ---
 title: "context.waitForWebhook"
+description: Pause workflow execution until a created webhook is called or a timeout is reached with the context.waitForWebhook step.
 ---
 
 `context.waitForWebhook()` pauses workflow execution until the webhook created by `createWebhook` is called or a timeout is reached.
diff --git a/workflow/troubleshooting/general.mdx b/workflow/troubleshooting/general.mdx
index f96684a9..ded885e4 100644
--- a/workflow/troubleshooting/general.mdx
+++ b/workflow/troubleshooting/general.mdx
@@ -1,5 +1,6 @@
 ---
 title: "General"
+description: Troubleshoot common Upstash Workflow issues, including the WorkflowAbort error from running steps inside try/catch blocks.
 sidebarTitle: "General"
 ---
 
diff --git a/workflow/troubleshooting/vercel.mdx b/workflow/troubleshooting/vercel.mdx
index 4022e896..4e08f4cb 100644
--- a/workflow/troubleshooting/vercel.mdx
+++ b/workflow/troubleshooting/vercel.mdx
@@ -1,5 +1,6 @@
 ---
 title: "Vercel"
+description: Troubleshoot Upstash Workflow on Vercel, including bypassing preview deployment protection with a bypass secret.
 sidebarTitle: "Vercel"
 ---