A plan for a small product team that ships often: let the Coder merge and ship to staging when checks pass, and keep production deploys behind Approve.
A startup wins by shipping quickly without breaking the product. This playbook lets the Coder move fast on staging, while production stays behind your Approve.
House rules1. The Coder works on its own branch and opens a pull request for every change.2. If all checks pass and the change touches only [areas, such as docs, copy, or tests], the Coder may merge to [staging branch] and tells me afterwards.3. Changes to [payments, sign-in, database changes, or infrastructure] are opened as pull requests for a teammate to review. A person merges them after review.4. A deploy to production always waits for my Approve, with a summary of what is in it.5. If a check fails twice, the Coder stops and asks instead of trying a third time.6. Every bug fix includes a regression test.
Let the Coder fix a failing check and a flaky test.
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Give it a small feature with a clear acceptance list.
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Allow it to merge a low-risk change to staging, if your house rules say so, and watch what it does.
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Review the week with the team and adjust the house rules.
PromptBuild from acceptance criteria
Coder, on [repository], build this ticket: [title]. Acceptance criteria: [list]. Add tests that prove each criterion and open a pull request.
PromptFix a failing pipeline
Coder, the pipeline on [branch or pull request] in [repository] is red. Find the cause, fix it in the smallest change, and explain what went wrong.
PromptHunt a flaky test
Coder, [test name] on [repository] fails now and then. Find out why, fix the cause, and do not just add a retry.
PromptPrepare a production release summary
Coder, list what is on [staging branch] but not yet in production on [repository]. Group it by risk and tell me what I should check before I approve a deploy.
PromptReview a teammate's pull request
Coder, review pull request #[number] on [repository]. Summarize it, flag risks and missing tests, and say what you would ask the author.
PromptImprove CI speed
Coder, make the checks on [repository] faster without making them weaker. Show me the before and after times in the pull request.