Write-ups on what actually reaches production — architecture, failure modes, and the parts vendors leave out.
The architecture behind an AI receptionist that takes live phone calls and answers from a company's own documents: a real-time audio bridge between Twilio and Deepgram's Voice Agent API, retrieval over pgvector, and a three-layer anti-hallucination design. The same stack behind dispatch and booking agents for logistics operations.