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1. veritas.8825.systems veritas.8825.systems Public

   Answers that hold up in practice — not just in docs.

   TypeScript

2. staged-cognition-router staged-cognition-router Public

   Deterministic routing for multi-step AI systems. Do cheap work first, call models last.

   Python

3. agent-enforcement-kernel agent-enforcement-kernel Public

   System-level enforcement of constraints and boundaries for AI agents.

   Python

4. knowledge-ingestion-engine knowledge-ingestion-engine Public

   Ingestion pipelines with artifact lineage, replayable stages, and append-only persistence.

   Python

5. 8825-ai-infrastructure 8825-ai-infrastructure Public

   Early orchestration prototypes that led to enforcement and ingestion systems.

   Python

6. ai-systems-papers ai-systems-papers Public

   How AI systems behave in production — where they break, why they break, and what you have to build so they don’t.