AI + Embedded Workflow For Huge Codebases with Balemarthy Vamsi

What you’ll get from this guide

1. Understand unfamiliar codebases faster stop reading files randomly; learn how to find the code that actually matters.
2. Turn AI into an engineering tool use AI to investigate specifications, trace code, document findings, and connect concepts not just generate code.
3. Build a mental model, not a pile of notes turn scattered discoveries into architecture, relationships, and system-level understanding.
4. Become productive in technologies you don’t already know apply the same workflow when you encounter a new RTOS, protocol, driver, SDK, or product codebase.
5. Reduce the time from “I don’t understand this” to “I can work on this.” a repeatable workflow you can reuse on your next unfamiliar embedded project.