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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.