Code Review Agent
What it does
A Code Review Agent analyses every pull request against your team's coding standards, flagging potential bugs, security vulnerabilities, and performance issues before a human reviewer sees the code. It suggests specific fixes, explains its reasoning, and learns from accepted and rejected suggestions over time.
Common tools
How to build one
Connect the agent to your repository via GitHub Actions, webhooks, or a CI/CD pipeline so it can access code context.
Limit the agent to specific tasks — PR reviews, test generation, or doc updates — to keep outputs focused and reliable.
Feed the agent your coding standards, architecture docs, and past decisions so its suggestions match your team's conventions.
Review the agent's first 20-30 outputs carefully. Adjust prompts, add examples, and tighten constraints based on what you see.
Related lessons
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