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.
Modern tools. Old-stack common sense.
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 works best when you stay in charge: give AI fresh files, ask for small changes, test everything, and keep product judgement human.
A practical guide to prompting ChatGPT, Claude, and other LLMs for coding, debugging, writing, and small web projects without losing control of your workflow.
A “What Should I Work On Next?” Dashboard for Solo Builders
A practical AI coding workflow for solo builders: give the assistant the latest real code, ask for focused full-file patches, test the app yourself, then commit only what…
Bolt.new is fast and useful for turning app ideas into prototypes, but a working preview isn’t the same as a production-ready app.