Why Does AI Keep Fixing One Bug and Creating Another?
Why AI bug fixes can break nearby features, and how to keep patches small enough to trust.
code review
What Should You Ask AI Before Letting It Fix a Bug?
A practical copy-paste prompt for slowing AI down before it changes bug-fix code.
What Is an AI Code Assistant?
A plain-English guide to AI code assistants: what they help with, where they get risky, and how solo builders can use them safely.
What Are AI Coding Tools Actually Good For?
AI coding tools are useful for small, reviewable code work, but they still need clear goals, fresh context, testing, and human judgement before anything ships.
Make the Bug Smaller Before You Ask AI to Fix It
Before handing a bug to AI, shrink the problem first. A smaller repro saves tokens, reduces bad fixes, and makes debugging less messy.
Vibe Coding Is Useful, But You Still Have to Be the Builder
Vibe coding works best when you stay in charge: give AI fresh files, ask for small changes, test everything, and keep product judgement human.