Notes from building AI products in production. No thought leadership, no predictions – just what I've actually run into shipping voice agents and AI tools, and what I'd tell anyone about to do the same.
The gap isn't hallucination – it's tool-calling. Why production-ready means designing for your worst call, not your average one.
July 10, 2026