Module · Copilot Engineer
Reviewing AI-Assisted Code
The checklist, the verdict format and the guardrails around the whole thing.
TOPIC 01
The Review Pass
What to look for, and how to write the findings so they get fixed.
What you'll practice
- Write the AI Code Checklist — practice · intermediate
- Write the Review Output Format — challenge · advanced
A command you'll meet
cat ~/review/ai-code-checklist.mdGenerated code fails in ways human code does not - plausible, confident and wrong. Open the task below for the full walkthrough.
Hands-On Tasks in This Topic (2)
Write the AI Code Checklist
Generated code is confident, well formatted and quietly wrong. Write the checklist that catches the quiet part.
Write the Review Output Format
A review that reads like a wall of text gets ignored. Write the format that makes the findings impossible to skim past.
TOPIC 02
Guardrails
The scan that runs on every change, and the data rules that never bend.
What you'll practice
- Scan Every Change for Secrets — practice · intermediate
- Write the Data Rules — challenge · advanced
A command you'll meet
cat ~/review/secret-scan.shOne secret in a prompt is one secret in the world. Open the task below for the full walkthrough.
Hands-On Tasks in This Topic (2)
Scan Every Change for Secrets
A generated file can carry a value that was in the context. Write the scan that catches it before the commit lands.
Write the Data Rules
The context window is a payload. Write the policy that says what may go into it and what may never.