The Great Business Bake Off: an AI Agent Hackathon
Hosted by Theory Ventures + Bryan Bischof + Tomasz Tunguz + Hamel Husain + Shreya Shankar + Mischa Lamoureux
Register with organizer
What to look forward to
Theory Ventures’ second annual AI agent hackathon will challenge solo participants to build agents that run a simulated bakery, making pricing, hiring, menu and expansion decisions to maximize profit over five hours. Tomasz Tunguz, Bryan Bischof, Hamel Husain, Shreya Shankar and Mischa Lamoureux will judge, with Sail, LanceDB and MotherDuck as partners.
Inside the event
The Great Business Bake Off is Theory Ventures' second annual AI agent hackathon. You inherit a bakery business, and you and your team of AI agents have five hours to make it the most profitable bakery in town.
The Challenge
Your agents connect to the bakery, dig through its history, and help you decide what to do. You can set prices, hire staff, change the menu, and expand across town, while handling the curveballs along the way.
Who Should Apply
This is for AI engineers, data scientists, and founders who build with agents. Last year, 114 bakers joined us from NVIDIA, Meta, Google, Anthropic, and dozens of AI startups. Spots are limited and registration requires approval, so apply early.
Schedule
- 1:00 PM: Doors open
- 1:30 PM: Introduction and opening talks
- 2:00 PM: The challenge begins
- 5:00 PM: Dinner
- 7:00 PM: Final rankings, awards, and the Star Baker
Judges
- Tomasz Tunguz, Founder and GP at Theory Ventures
- Bryan Bischof, Head of AI at Theory Ventures
- Hamel Husain and Shreya Shankar, co-authors of Evals for AI
- Mischa Lamoureux, Developer Relations at Theory Ventures
Partners
- Sail, inference for agent workloads
- LanceDB, the database for multimodal AI
- MotherDuck, serverless analytics built on DuckDB
Before You Bake
This is a solo hackathon. You can bring a friend (they'll need to register too), but only you are on the keyboard. Bring your computer, your charger, and your favorite agents. We'll provide dinner and refreshments. Prizes will be announced soon.
We'll be filming and taking photos at the event. By attending, you agree to appear in them.
San Francisco, CA
Venue listed by the organizer · San Francisco, CA. Confirm the final address before traveling.
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Last checked: Nov 7, 2026. Confirm current availability before making plans.
Organizer page checked: Nov 7, 2026. Check registration for the latest details.