Field notes

Practical notes for teams shipping AI.

Architecture choices, routing patterns, and local workflows for building an accountable AI platform.

Gateway or Direct: choosing the right execution path

A practical framework for deciding when centralized enforcement matters more than a provider-direct request path.

Why capability, cost, latency, reliability, and organization preference belong in one visible decision.

Use fast local checks before a commit and keep the expensive confidence checks at pre-push.