[saltpath]

The blast radius framing is right but the tooling gap is actually worse than debugging. It's about third-party verifiability. A regulator or auditor can't trust a log produced by the same operator who runs the agent.

Spent the last few months on this specific problem. chain hash per outbound call + external timestamp so anyone can verify independently what the agent called, when, and what it got back. works across providers which matters when you're chaining claude -> mistral -> internal endpoint.

Early days but if useful for the nist response: https://arkforge.tech/trust/v1/proof/prf_20260310_182226_cbc...