Building EchoKernel: A Voice-Controlled AI Agent That Actually Does Things

A deep technical walkthrough of building a voice agent with Groq Whisper, LLaMA 3.3 70B, FastAPI, and a zero-dependency frontend — including every bug, tradeoff, and architectural decision along the way.