How to Effectively Review Claude Code Output

The proliferation of AI coding agents has shifted the primary bottleneck in software engineering from code generation to reviewing the AI's output. To increase efficiency, engineers should focus on optimizing the review process for all types of AI-generated content. Specific techniques include automating pull request reviews with a custom agent that understands review criteria and what to look for. Another key strategy for reviewing content like emails or production log reports is to have the agent generate an HTML file, allowing for a much faster and clearer visual review in a browser.