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user: emmanuelsemugga
created: 2026-05-11
karma: -2

Building UICP — a deterministic constraint-enforcement pipeline for AI outputs. Cryptographic audit trail. Open to adversarial review. github.com/emmanuelsemugga-code/uicp-pipeline

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