code-review-and-quality

Perform a structured code review by evaluating the latest changes across five axes: correctness, readability, architecture, security, and performance. It requires clear findings, documentation, and categorization of issues by severity to provide actionable feedback.

Multi-axis code review is a process assessing code changes across correctness, readability, architecture, security, and performance to balance overall code health. It ensures changes improve the codebase and prevents regression and debt before merging.

Yes, you can use automated code review for changes written by an AI agent or a human. The five-axis assessment applies regardless of the author, verifying edge cases, test coverage, and security checks before merging.

The best way to enforce guardrails for merges is to run a structured five-axis review that evaluates correctness, readability, architecture, security, and performance. It provides structured feedback to prevent regression and debt.

Yes, multi-axis code review checks for security vulnerabilities and performance issues. Security and performance are two of the five axes evaluated during the review process, ensuring all changes are verified before merging.

You need to categorize code review issues by severity when conducting a structured five-axis assessment. This categorization ensures clear findings and documentation, providing actionable feedback to the author before merging.