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1. ai-evals-scorecard ai-evals-scorecard Public

   Score model outputs against explicit rubrics with an Azure-backed judge, deterministic aggregation, and diffable JSON reports.

   Python

2. browser-task-copilot browser-task-copilot Public

   Guarded browser task control plane with Azure-backed action planning, YAML policy evaluation, approval checkpoints, and replay timelines.

   Python

3. crawl-to-knowledge-pipeline crawl-to-knowledge-pipeline Public

   Manifest-driven crawl reference for canonicalization, freshness diffs, and retrieval-ready knowledge exports.

   Python

4. multimodal-doc-intake-kit multimodal-doc-intake-kit Public

   Schema-first document ingestion reference with layout-aware normalization, review queues, and provenance-preserving chunks.

   Python

5. product-ai-actions-kit product-ai-actions-kit Public

   Reference patterns for in-product AI assistants with typed actions, approval gates, and append-only audit trails.

   Python

6. realtime-voice-agent-starter realtime-voice-agent-starter Public

   Low-latency voice agent starter focused on call-state transitions, barge-in policy, handoff contracts, and post-call events.

   TypeScript