From Autocomplete to Apprentice: Training AI to Work in Our Codebase

I’ve spent the last year turning large‑language‑model agents into productive teammates. Around 80 % of the code I ship nowadays is written by an LLM, yet it still reflects the unspoken project rules, patterns, and habits our team has baked into the environment. This post documents the recipe that took me there. From Tab Autocomplete to Autonomous [ ] The post From Autocomplete to Apprentice:…