TL;DR
CTO shares practical workflow using Cursor and CLI tools to leverage AI for PR review planning while maintaining human control and team collaboration.
Key Points
- Uses AI to generate review plans, not automated reviews—AI summarizes changes and flags issues while human makes final decisions
- Integrates Cursor IDE with GitHub CLI to checkout PRs locally, analyze diffs, and generate structured review comments with verified line numbers
- Workflow includes meta-prompting loop: after each review, refines the PR review prompt to improve future planning efficiency
- Addresses core problem: AI-generated code is fast to write but slow to review; pure automation misses code review's social/educational purpose
Why It Matters
As AI coding assistants flood teams with PRs, code review has become the new bottleneck. This workflow demonstrates how to use AI strategically for tedious analysis work while keeping humans in control of judgment calls and team communication—a practical pattern for scaling development teams without sacrificing code quality or knowledge sharing.
Source: www.raf.xyz