LOOP ENGINEERING HACK!

Think you can ship a self-directing agent in a day? Prove it.

tokens& is bringing together SF's builders to dive into loop engineering — agents that plan, act, observe, and self-correct across the full build cycle, from spec to implementation to testing and iteration. Build something scrappy-but-real and demo it to a room full of people who build for a living.

• 9:30 AM: 🚪 Doors Open
• 10:00 AM: 🎤 Keynote & Opening Remarks
• 11:00 AM: 💻 Hacking Begins
• 1:30 PM: 🍕 Lunch  
• 4:30 PM: 📤 Project Submission Deadline
• 4:45 PM: 👩‍💻 Judging 
• 6:00 PM: 🎤 Finalist Presentations
• 7:00 PM: 🏆 Closing + Awards

• Idea - 20%
  Idea — Does the solution have the potential to solve a meaningful problem or demonstrate real-world value?
• Technical implementation - 20%
  Technical Implementation — How well was the solution implemented?
• Tool Use - 20%
  Tool Use — Did the solution effectively use sponsor tools?
• Presentation - 20%
  Presentation (Demo) — Demonstration of the solution in 3 minutes
• Autonomy - 20%
  Autonomy — How well does the agent act on real-time data without manual intervention?