Playbook · Developer
Ship more without lowering the review bar
Faster feature delivery with tests and reviewable diffs
Engineers in an existing codebase $74/month for one person ~10 hours saved a weekIntermediate
The steps, in order
- 1
Give the assistant your conventions
A rules file with folder structure, testing approach and forbidden patterns.
- 2
Start from the test
Acceptance criteria first means you can tell whether generated code is right.
- 3
Explain before you change
Have unfamiliar code summarised, including who calls it, before editing.
- 4
Keep diffs small
One concern per commit. Large generated diffs are the main source of hidden bugs.
- 5
Review security by hand
Auth, access rules and data queries never get accepted as generated.
- 6
Automate a recurring process
Pick one repeated chore, turn it into an agent run with logging and alerts.
How you know it worked
First win: One feature merged with generated tests and a diff a colleague could review.
Measure: Cycle time from ticket to merge, and change-failure rate — both, not one.