All notes

March 2026

YOUR POST: Promote the digest, not the notebook

  • MLOps
  • CI/CD

A model that only exists in a notebook is not a release. The thing that reaches production should be an image digest the pipeline already built and scanned.

Staging and production then differ by configuration, not by whoever packaged the artifact last. Rollback is the previous digest, already in the registry.

Replace this note with a release you actually operated — the pipeline, the failure, and what you changed.