CodeOwner Bot: Building a Production RAG System with Gemini at Scale

The Problem

Picture this: Your codebase is massive. Thousands of files, hundreds of thousands of lines of code, multiple teams working across iOS, Android, backend, and infrastructure. Engineers constantly ask:

"Who owns this module?"

"What was the last change to this file?"

"Why was this decision made?"