Use AI to Learn, Not Just Build
The fastest developers using AI aren't just shipping faster — they're learning faster too. Here's how to use Claude Code as a teaching partner that explains decisions, surfaces patterns, and makes you a better developer in the process.
The generator trap
The code dispenser pattern is seductive because it produces results immediately. You ask for a function, you get a function. You don't have to understand it fully to use it — at least not right now. The problem is that 'not right now' compounds.
When that function breaks at 2am, you have to understand it to fix it. When a new requirement means changing the approach, you have to understand the original approach to know how to adapt it. When a junior developer asks you how it works, you have to be able to explain it.
The developers who get the most out of AI coding tools aren't the ones who use it most frictionlessly. They're the ones who deliberately slow down to extract understanding alongside code.