What they do

These agents review pull requests automatically, flagging potential bugs, style violations, and security risks before a human reviewer even opens the diff.

How they work

They combine static analysis with LLM-based reasoning about intent, letting them catch issues that pure pattern-matching linters miss, like a fix that solves the symptom but not the underlying bug.

Where they fit

Effective as a first-pass filter that catches the obvious issues, freeing human reviewers to focus on architecture and judgment calls rather than nitpicks.

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