I’ve been using AI coding assistants for a while now. GitHub Copilot, ChatGPT, Cursor — you name it, I’ve tried it. They’re all impressive, but they all share the same frustrating problem: every conversation starts from zero. You explain your project structure, your conventions, your preferences… and next session, it’s all gone. You’re back to square one.
That changed when I started using Claude Code as my daily driver. Not because it’s magically smarter out of the box, but because I figured out how to make it learn. And I mean actually learn — remembering my patterns, following my conventions, and getting better at working with my codebase over time.
Here’s how I did it.
