Notes
Working thoughts.
Index
Building 0-to-1 products with small senior teams
Short observations on scope control, technical leadership, and product decisions when the team is intentionally small.
What I learned building voice AI interfaces
Field notes on latency, turn-taking, speech repair, and making voice agents feel usable instead of theatrical.
How Max Barinov cut AI token consumption by 10x analyzing medical records at Adentris
HackerNoon article on reducing AI token consumption while analyzing medical records at Adentris.
Tbilisi JS Meetup #6 - Voice AI
A Tbilisi JS talk on building voice AI bots with Pipecat, LiveKit, and OpenAI Advanced Voice Mode, including real-world use cases, call center automation, current limitations, streaming, optimization, and architecture.
Voice AI, agents, and real-time product loops
A talk outline from Tbilisi.js covering real-time voice systems, agent orchestration, and product feedback loops.
How Max Barinov engineered RepoGPT to reduce AI hallucinations in code analysis
Technology.org article on RepoGPT and reducing hallucinations in AI-assisted code analysis.