6 min read
I Planted Five Bugs to Test Claude Code's Review Levels
I hid five bugs in a real change and ran /code-review at low, medium, high and xhigh. Medium found all five for 15 cents. Here's what each level adds.
Code Review
6 articles
5 min read
The Code Review Comment That Wasn't About the Code
Seven years ago a tech lead answered my pull request with one question about who it was for, and it still shapes how I review code.
7 min read
Boring Code on Purpose: Writing Software I Can Maintain at 2 AM
Why I now prefer explicit, predictable code over clever one-liners, the four questions I ask before merging, and when terse code is the better choice.
1 min read
AI-Powered Code Review: Integrating LLMs into Development Workflows
While linters catch syntax issues, AI reviewers understand context, identify logical errors, suggest architectural improvements, and explain complex code…
1 min read
Claude 3.5 Sonnet for Code Review: Automated PR Analysis Patterns
Claude 3.5 Sonnet has become my go-to model for automated code review workflows. Its exceptional ability to understand context across large codebases makes…
1 min read
Copilot for Pull Requests: AI-Enhanced Code Review
Commit messages: {chr(10).join(f'- {c}' for c in commits)} response = await self.client.chatcompletion( model="gpt-4", messages=[{"role": "user", "content"…