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  1. 8825-ai-infrastructure 8825-ai-infrastructure Public

    Early orchestration experiments and lifecycle infrastructure prototypes. Superseded by agent-enforcement-kernel and knowledge-ingestion-engine.

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    Hybrid CV processing pipeline combining deterministic pattern extraction with selective LLM refinement. 99.5% cost reduction, 1195x faster time-to-first-result.

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    Governed knowledge ingestion engine with artifact lineage, confidence evolution, replayable stages, and append-only persistence. Transcript is just the input — output is traceable artifacts.

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    Deterministic document transformation engine. Content → Schema → Template → Format rendering. Layered architecture with template and format abstraction.

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  5. agent-enforcement-kernel agent-enforcement-kernel Public

    Fail-closed enforcement kernel for AI agents. Structural guardrails, mandatory choke points, exception-based blocking, and regression-backed boundary protection.

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  6. staged-cognition-router staged-cognition-router Public

    A deterministic, staged-cognition router demonstrating entropy reduction, replayability, and economic visibility in LLM pipelines.

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