Hold the Line: Screening 534 Robocalls in 16 Seconds With an AI That Can't Talk Back

A scam gate for my phone, built on Jev, an AI that answers questions with probabilities instead of text, and on the bank message that showed why one confident number isn't enough.

Say It, Don't Type It: Kadence, a Voice-Only TPM for Linear

Building a self-hosted, sub-two-second voice agent for Linear — Whisper, Qwen 2.5 and Kokoro on one GPU, with constrained decoding that makes a hallucinated action structurally impossible. What worked, what broke in real meetings, and why I stopped.

Building a Tanglish Voice-to-Voice Agent from Scratch: Two LoRAs, a $61 Budget, and a Voice That Finally Sounds Like Chennai

How we built a Tanglish (Tamil+English) voice agent with a $61 speech-to-speech stack from scratch.