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

This article introduces EchoKernel, a voice-controlled AI agent designed to perform actions locally on any laptop without a GPU. It details its architecture, which includes Groq's Whisper API for transcription and LLaMA 3.3 70B for intent classification, and addresses development challenges.