Why it matters

Review agents scale code quality. Understanding shapes review process.

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The architecture

Read diff.

Analyze against style + patterns.

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Code review agentPR diffchangesReview LLMcheck + analyzeCommentson PRGitHub Actions integration; complements not replaces human review
Review agent.
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How it works end to end

Style checks: linter delegation.

Logic: LLM-based.

Security: known patterns.

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