Case notes

Short operational notes from private delivery patterns.

These notes describe recurring engineering shapes without identifying clients or systems.

AI review loop

Added artifact-first review to reduce uncertainty in generated outputs.

Deployment recovery

Converted undocumented restart paths into checks, logs, and rollback commands.

Batch export hygiene

Added manifests and retention notes around large review packages.

Workspace status

Separated public web health from private project API checks.