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Engineering notes on cryptographic accountability for AI agents.

I Audited 25,000 AI Actions — Here's What I Found

Two weeks, 116 sessions, and every tool call got a cryptographic receipt

Hash Chains vs Merkle Trees

Why most AI agent audit trails can't prove completeness