Things I build, and the ideas behind them.
Authentication · Friction removal · Telephony
Earn trust through successful interactions. Remove sign-up, passwords, and repeated verification. Connect phone calls and SMS directly to the web experience.
Explore the project : Trust Based AuthTelephony · Controlled flows · Decision models
Voice agents that handle real calls, use business systems, and carry tasks through questions and interruptions. Controlled workflows in ordinary async code, with model decisions measured against a corpus.
Explore the project : Agentic Voice SystemContract drift · Developer experience · Cross-team architecture
One contract for backend and frontend: typed calls, validation, and business errors. Reduce contract drift and turn repeated integration work into a shared engineering capability.
Explore the project : ApispectsVoice & agent control · Explicit actions · Trace & replay
One command model for voice, scripts, and AI proposals. Resolve instructions to explicit application actions, keep interaction context, and inspect or replay what happened.
Explore the project : PIM: Voice & Agent Control