Ask HN: How do you audit autonomous AI agent decisions?
3 points
8 hours ago
| 1 comment
| HN
Building agents that can spend money (via AP2/payment APIs). Regulators want audit trails. Agents use tools from multiple vendors.

Problem: No unified way to prove why an agent made a decision. Each vendor logs their piece, but the full decision chain is fragmented.

Anyone solved this? Especially interested in: - Cross-vendor decision provenance - What to log (CoT? Context? Just actions?) - Storage (centralized DB vs. immutable ledger)

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bigyabai
8 hours ago
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git blame
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credentum
6 hours ago
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git blame shows who wrote the code.

It doesn't show why an agent approved a $50K purchase order. The agent read 3 APIs, thought about it, then acted. That decision isn't in any repo.

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