code-review

Automated multi-agent code reviews coordinate specialized agents to analyze pull requests and feature branches for bugs, security flaws, and quality issues. You provide a PR number or branch name to trigger parallel analysis without modifying source code.

Automated code review can detect OWASP security vulnerabilities using a dedicated security-reviewer agent. This agent runs in parallel during the review phase to analyze pull requests for security concerns alongside bug detection and quality checks.

Checking test quality and code simplification is best handled by parallel specialized agents during an automated code review. Language-specific reviewers assess simplification opportunities while test reviewers evaluate test quality across the provided feature branch.

Multi-agent code review deduplicates findings using a post-review pipeline with a calibration phase. After parallel agents generate results, a standardized finding schema merges and removes duplicate issues to produce a consolidated review report.

Automated code review does not modify source code during analysis. The multi-agent process surfaces defects, security concerns, and quality improvements by reading the pull request context, leaving the original codebase untouched.

Multi-agent code review needs a pull request number or branch name to start analyzing a feature branch. Phase one of the workflow gathers the necessary context before dispatching parallel agents for bug detection and security analysis.