ch 01 · the spark

every build starts with
a what if?

Turning them into working software is the job. Keeping them honest is the craft. This channel is a tour of the receipts — five minutes, no vibes.

ch 02 · the gap

fluent ≠ correct.

TraceBack, 30 runs per configuration × 3 scenarios. The most dangerous failures sound confident. So everything I build gets measured against deterministic ground truth.

ch 03 · the pipeline

promotion is earned.

register → version → gate → serve → watch

ModelDock won't promote a model that didn't pass the eval-threshold gate. 72 tests in CI/CD, authenticated inference, drift monitoring. A registry that says no.