» Tag
audit-logging
3 postsAbsence Isn't Safety: Five Fail-Open Bugs in an AI Agent's Guardrails
Five fail-open bugs in an AI agent's policy engine show how missing data was misread as permission—and how each was fixed with default-deny logic.
Governed Agent: LLM reads text, code and rules decide outcomes
Governed Agent demonstrates a deterministic architecture where an LLM only extracts text while code and tables decide outcomes, using ITIL as the example.
How to Make an AI Agent's History Truly Unforgeable
An AI agent's unforgeable-history claim failed audit: dual writers, race conditions, corrupted records. Fix: single writer, signed anchor, fail-closed design.
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