THE DAY I TAUGHT AI TO THINK LIKE A SENIOR DEVELOPER

Summary from the TLDR newsletter

AI IDEs don't actually understand codebases, they're just sophisticated autocomplete tools with good marketing. The difference becomes painfully obvious on any moderately complex project. The next generation of tools will build rich mental models from multiple perspectives, just like experienced developers do. This article discusses an approach to building an AI that understands where files should be logically placed, which patterns to follow, how to extend existing abstractions instead of creating new ones, and when to reuse code vs create new implementations.