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Practical, honest guides on proving what your AI agents did — audit trails, compliance, replay, and verification. We claim only what's real.

EU AI Act

How to Produce EU AI Act Article 12 Audit Logs for AI Agents

What the Article 12 record-keeping obligation actually requires, and how to generate tamper-evident logs that satisfy it — with code.

Quickstart

Tamper-Evident Logging for AI Agents in 10 Minutes

Add cryptographically signed, tamper-evident logging to any agent in about ten minutes — then break the seal yourself with a 20-line Python snippet.

Compliance

Why Vendor-Attested AI Logs Aren't Enough

An auditor who has to trust the vendor's word doesn't have evidence — they have a promise. Why agent logs need independent, offline verification.

Debugging

Deterministic Replay for Debugging AI Agents

Turn "I can't reproduce it" into "let me step through exactly what happened." Re-walk a captured agent run, branch from any step, find the divergence.

Compliance

AI Agent Observability vs Audit: What Compliance Actually Needs

Observability helps you debug. Audit-grade logging proves what your agent did to someone who doesn't trust you. Compliance needs the second.