We design autonomous agent systems that plan, execute, verify, and ship real software. No decks. No workshops. Working systems.
The old way
Meetings.
Sprints.
Standups.
Jira tickets.
Two-week estimates.
Still not shipped.
The flow way
Intent.
Execution.
Verification.
Deployed.
Today.
Capabilities
Multi-agent systems that plan, execute, and verify. Shared memory. Inter-agent communication. Autonomous collaboration.
CI/CD that thinks. Deploy systems that verify their own work. Build, test, ship — without human bottlenecks.
Real-time voice interfaces. Natural conversation. Instant response. Talk to your software and it talks back.
From idea to shipped product. AI agents write, test, and deploy the code. You design. They build.
Portfolio
Four products. All built with AI agents doing the execution. This is what agentic development looks like.
Talk to your code. Ship with your voice.
Turn any catalog into an explorable universe.
Every free room. Every free event. One search.
Teaching kids to think critically about the games they love.
About
PhD Economics, Yale University. BSc Biology & Computer Science, Tel Aviv University.
I've been building AI systems for fifteen years — in academia, in hedge funds, and now as founder of four companies where AI agents do the heavy lifting.
Based in Minneapolis. Previously: Carleton College faculty, hedge fund AI consultant, Twin Cities Deep Learning Study Group organizer.
Tel Aviv University
BSc Biology & Computer Science
Yale University
PhD Economics
Carleton College
Economics Faculty
Hedge Funds
AI Systems for Credit Analysis · 6 years
Twin Cities DL Study Group
Organizer
Multi-Company Founder
4 companies · AI-native development
The Philosophy
We call it Resonance Coding — because when you and the AI find the right frequency, you don't just code. You amplify.
Join us at VibeCode MSP — the open co-working meetup for people building with AI. Every week at Fragment Coffee, Minneapolis.
Whether you're a startup founder, an engineering lead, or just curious — I'd love to hear what you're working on.