Engineering Notes
Building an Inbound AI Call Line with Twilio, Deepgram, and Cartesia
Voice is the last unautomated front door of most businesses. Web forms feed your CRM, email gets filtered and routed — but the phone still rings until a human picks up, and every m
Minimizing AI Hallucinations in Production Code: the 5-Gate Pipeline
Ask anyone who has used AI to write serious software and they'll tell you the same uncomfortable truth: the failure mode isn't bad code — it's confident code. An AI agent will tell
Orchestrating a Fleet of AI Coding Agents with GitHub as the Control Plane
Most people use AI coding assistants one conversation at a time: ask a question, get some code, paste it in. I wanted something different. I'm building Helix, a multi-tenant CRM an