Live Application

The live app is the only proof that users can use the work.

Pipeline

Intent

Name the problem and make success checkable.

Shape

Plan, seams, and ticket-sized work.

Build

Edit, test, debug, and review the repo.

Ship

Assemble, publish, and learn from the live app.

Enters

A deployment.

Exits

Feedback, metrics you actually collect, new ideas.

What happens

People use the product. New errors become new tasks.

The loop does not end at generate.

Users and operators.

Support and debugging agents can work from real traces later.

Encyclopedia entries that operate at this stage of the pipeline.