The Engineering Signal

AI Agents in Enterprise Monorepos

Welcome back to the podcast! If you've ever wondered why your AI coding assistant works flawlessly on a simple script but completely hallucinates when dropped into a massive enterprise monorepo, this episode is for you. Today, we are unpacking the Architecture and Mechanisms of Repository-Scale AI Coding Agents. The transition from single-file autocomplete utilities to autonomous AI agents has exposed severe limitations in how AI actually "reads" your code. We break down why traditional text retrieval is dead and what the top engineering teams are building to replace it. Tech blog link [1 [https://flurrylab888.medium.com/architecture-and-mechanisms-of-repository-scale-ai-coding-agents-1-12ecdb1ab148]] [2 [https://flurrylab888.medium.com/architecture-and-mechanisms-of-repository-scale-ai-coding-agents-2-0d8ef71c6ff7]]