Devs scramble to build a defensible AI policy audit trail after client audit request

FuzzyAd3936 · reddit · 2026-09-04

A developer describes a real compliance gap: a client asked them to prove an agent's actions over the past quarter complied with internal policy, but logs only show what happened — not whether it was allowed, or which policy version was active. Policies changed twice in the quarter, and no current tooling versions policy alongside the audit log. They're asking what a genuinely defensible policy audit trail for AI actions needs to contain and whether anyone is doing this well.

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