Build a Review Pipeline for Agent Pull Requests
Agent mistakes are fluent, and their tests often confirm their bugs. A reading order that puts risk first, invented dependencies, fresh review sessions and review by risk.
Build: Build a Review Pipeline for Agent Pull Requests
A guided implementation with code you can run and adapt for production.
Reading Reviewing Agent-Written Code is free. Pro unlocks the other four modes on all AI Coding Agents topics, so you can go from understanding it to building it.
- SeeThe architecture as diagrams, so you can hold the whole system in your head.
- AnimateStep through the flow one stage at a time and watch the data move.
- TestScenario questions with explanations that show exactly where your model of it breaks.
- BuildA guided implementation with code you can run and adapt for production.
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AGENTS.md: The File That Stops You Repeating Yourself
What belongs in your repo instructions, what to cut, how to share one file across Claude Code, Cursor and Codex, and when a rule needs a real check behind it.
Working With Coding Agents: The Loop That Holds Up
Getting code from an agent is easy. Getting code you can trust takes a way of working: explore, plan, implement, verify and review, with small diffs and a spec first.
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