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  1. applied-foresight applied-foresight Public

    Applied research in strategic foresight, AI systems design, and risk modeling; includes scenario portfolios, reference implementations, and working models.

  2. claude-workflows claude-workflows Public

    Claude in production: MCP tools, structured output, guardrails, CLAUDE.md configs, build-test-commit automation.

  3. evalgates evalgates Public

    Evaluation harness for LLM systems: versioned task suites, fail-closed regression gating, CI integration.

  4. grounded-rag grounded-rag Public

    RAG reference implementations: retrieval, citation tracking, source-quality checks, noise reduction.

  5. ml-fundamentals ml-fundamentals Public

    ML/DS fundamentals from first principles: derivations, from-scratch NumPy implementations, one-page mental models.

  6. stateful-agents stateful-agents Public

    Multi-agent orchestration in Python: state machines, checkpoints, human-approval gates, and recovery. Pydantic AI + Langraph.