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cel

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Pre-execution safety architecture for Copilot-class LLMs. Core (ATML 0020–0048) archived. Active layers: CEL (0049), DUCL (0050), PGP (0051). The repository also includes locked_in_afazja_meta.md. Status: REPO CLOSED — architecture finalized and archived.

  • Updated Apr 17, 2026
  • Python

Opinionated, drop-in Python toolkit for production services at scale. The patterns from blog posts as actual code: 8-layer config cascade, structured logging with PII masking, Prometheus + OpenTelemetry, multi-backend secrets (Vault/AWS/GCP/Azure), Kafka helpers, CEL expression engine, FastAPI-friendly.

  • Updated May 29, 2026
  • Python

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