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clickspider/README.md

Daniel Frey

Senior Software Engineer · AI Agents


Nine years building software. The last three building AI agents that run in production.

By day I am a Tech Lead at Nationale-Nederlanden, the largest insurer in the Netherlands, working in the claims domain: new product lines, legacy systems moved into modern services, and the internal tooling other teams build on. Insurance and banking taught me that shipping software inside a regulated company is a different sport than shipping it anywhere else.

The rest of the time I build FiveTimesFaster, a multi-tenant AI-agent platform I wrote solo. Every company that signs up gets its own isolated agent that builds and runs workflows across 500+ tools. I built the agent runtime, the workflow engine, the billing, the interface, and the infrastructure that keeps one customer's agent away from another customer's data. Two-minute demo.

The interesting problems have not been the models. They have been the boring parts around them: what happens when an agent hallucinates a tool call, what happens when someone closes the tab mid-run, what happens when the credits run out at 3am.

Things I have open-sourced

Project What it is
icpfinder Paste a product description, get buyer archetypes with verified decision-maker emails. Structured LLM extraction, published on npm.
copilotkit-langgraph-history Agent runs that survive a refresh: rehydrating LangGraph conversation history in CopilotKit. Written after I hit the problem in production.
MicroFes Module Federation demo from my micro-frontends talk. Separate builds, one application.

What I work with

TypeScript Python LangGraph MCP Next.js NestJS PostgreSQL AWS CDK

Elsewhere

I podcast and write at danielfrey.me about what building actually looks like, including the parts that go wrong.

If you are building agents in production, I am always up for comparing notes.

Pinned Loading

  1. icpfinder icpfinder Public

    Free, open-source first-customer-discovery tool for indie AI builders. Paste your idea, get 15 verified prospects with outreach hooks in 30s.

    TypeScript 25 1

  2. copilotkit-langgraph-history copilotkit-langgraph-history Public

    TypeScript 7 1

  3. MicroFes MicroFes Public

    This project is built on top of Module Federation, which allows to separate builds to form a single application. These separate builds should not have dependencies between each other, so they can b…

    TypeScript 10 4

  4. tailwind-gradient-generator tailwind-gradient-generator Public

    TypeScript 4 3