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Agent-Assisted Code Review

Use AI agents for first-pass code review, security scanning, and PR review workflows that catch what humans miss.

14 min readcode-review, security, pr-review, quality, agent-workflow

Code review is one of the most important practices in software development — and one of the most inconsistently applied. When the team is busy, reviews get rushed. When the PR is large, reviewers skim. When the code is in an unfamiliar area, reviewers miss issues they'd catch in their own code.

AI agents don't get busy, don't skim, and have equal familiarity with every part of the codebase. They're not a replacement for human review — they're a force multiplier that makes human review more effective by handling the mechanical checks so you can focus on the judgment calls.

The Two-Pass Review

The most effective pattern is a two-pass review: the agent handles the first pass, the human handles the second.

First Pass: Agent Review

The agent checks for:

  • Correctness — Logic er

This lesson is part of the Guild Member curriculum. Plans start at $29/mo.