Per-Bundle AI Harness

Jira Epic to Shipped Code, in One Workbench.

Private git repo per epic bundle. Five role hats — PO, Architect, Staff-Eng, UX, QA — drafting PRDs, specs, TDDs, BDDs, test cases, then dispatching ralph in parallel across your service and automation repos.


Prefer the old long-form? See V1 archive.

A per-bundle workbench: one private repo where a dev + QA pair carry one or more Jira epics from PRD to shipped code via ralph.

What you get

Two repos

Repo Role
ai-workbench Template. init.wb stamps a private instance per bundle.
ai-devkit Global CLI: init.wb, join.wb, wb.upgrade.

Where to go

Typical flow

Jira epic → /epic-intake → publish + approve
         → /prd-draft   → publish + approve
         → /eng-spec    → publish + approve   (dev hat)
         → /tdd         → publish + approve
         → /bdd-gen     → publish + approve   (QA hat)
         → /test-cases-gen → publish + approve
         → /test-spec   → publish + approve
         → /ralph-workspace-plan
         → /ralph-dispatch

License

See repo license files.