// 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.

FeaturedField Note

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.

May 202612 min read
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Next in the library

Technical Brief

Deterministic enforcement, not deterministic generation

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

Coming soon
Use Case

A policy threshold changed. Write-offs expanded.

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

Coming soon
Field Note

Logs show activity. Evals score outputs. FoxCommand records the decision.

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

Coming soon

Building AI workflows that need to be defended?

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