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THE AI NOTES · PRACTICAL WORKFLOW

Review a pull request before merge

Use AI to surface questions, then verify findings in code.

For developers · Editorial guide · Sources checked October 22, 2026

Keep secrets and customer data out of prompts. Use repository-approved tools, review generated changes and run meaningful checks before merging.

Before you start

A focused diff; acceptance criteria; architecture constraints; test results.

Explore: GitHub Copilot ↗

Use the product for the supported part of this workflow. Example prompts are adaptable writing instructions, not a promise that every tool accepts text prompts or implements every step.

Follow the workflow

  1. STEP 1

    Provide the diff and constraints without secrets.

  2. STEP 2

    Request findings tied to changed lines and concrete failure scenarios.

  3. STEP 3

    Reproduce important findings, fix confirmed issues and have a maintainer approve.

Example prompt / brief

Replace bracketed text with non-sensitive, authorized information.

Review this diff for correctness and security. For each finding give the trigger, impact and evidence. Mark uncertainty. Do not invent benchmarks or claim tests ran. [diff and criteria]

What you should have

A verified review checklist with resolved findings.

Review before using

Treat suggestions as leads. Inspect dependencies, licenses and generated code before merging.

Explore the source

GitHub Copilot: official information ↗

This is an original workflow proposal, not a verified customer case study or a measured productivity claim. Check results on your own task.

What worked for you?

Share a tool, an improvement or a practical lesson. Do not include patient, student, client or account information.

Try another workflow

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