// Field Library

Writing for teams deploying AI into consequential workflows.

Essays, technical briefs, and use cases on decision records, replay boundaries, policy simulation, and verification debt.

Verification debt is the new tech debt

Why the AI decisions that hurt later are often the ones that looked reasonable at the time — but were never preserved as decision records.

logs ≠ audit trail

trace ≠ decision record

rerun ≠ reconstruction

Next in the library

What FoxCommand can replay, what it captures, and what it does not claim to reproduce.

How governed decision records isolate root cause, estimate blast radius, and simulate rollback.

Why observability is necessary but not sufficient for consequential AI workflows.

Building AI workflows that need to be defended?

FoxCommand creates governed decision records for AI workflows that make consequential decisions.