AI blogs

There's a specific kind of confidence that settles in after you've been living inside a codebase for several weeks. You've written most of it yourself. You've debugged it, iterated on it, watched it evolve from a rough scaffold into something that actually works. The tests pass. The features behave as expected. You look at the code and feel, if not exactly proud, then at least comfortable. This was mine, and it was fine. That's exactly the mental state where blind spots grow. The project was a task management application for small teams — a full-stack build with a React frontend, a Node.js backend, a PostgreSQL database, and a REST API connecting them. About eight weeks of work, including a fair amount of refactoring as the feature set evolved. Not a massive codebase — around five thousand lines of meaningful code — but substantial enough that I couldn't hold the whole thing in my head at once. I'd been reading about using AI for code review as a compleme...