Blog
Notes from the work.
Short notes on building AI agents and automations for real customers.
How I stopped missing positive replies in a GTM workflow
Regex and a general LLM both missed short yes replies to cold outreach. What fixed it was a better prompt and a classification model, Jev.
How I build a voice agent demo for one prospect
I built more than 20 voice agent demos in four months, each for a single prospect. This is how one of them came together.