#Minimum Necessary

Articles tagged with Minimum Necessary. Practical engineering insights for production systems.

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2026-04-26 5 min read

HIPAA for LLMs: Minimum Necessary Logging (Metadata-First, PHI-Safe)

HIPAA applies to AI logs too. Learn a metadata-first logging architecture that preserves debuggability while minimizing PHI exposure (request IDs, hashes, retrieval references, and reason codes).

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