👩⚖️ Judges
Erik Thorelli — DevRel Lead, CodeRabbit
Works closely with engineering teams building automation workflows and developer tooling.
Francesco Bonacci — Founder & CEO, Cua (YC X25)
Founder of Cua and early builder in Computer-Use Agents, macOS virtualization, and cross-platform automation systems.
Christopher Settles — Founder, Refresh (YC X25)
Engineer and founder focused on RL Environments for Agents.
Luca Steingen — Founder, Stealth
Technical founder working on AI in Healthcare.
📝 Judging Criteria
Creativity & Novelty — 30%
How original the idea or approach is, including any clever or unexpected use of computer-use agents.
Real-World Value — 30%
How clearly the project solves a meaningful problem for a real user or workflow, with a believable path to practical use.
Technical Depth — 20%
How well-designed and robust the implementation is — reliability, autonomy, handling UI variance, and overall architecture.
Demo Quality — 20%
How clearly and convincingly the team demonstrates the solution, including clarity of explanation and showing the agent actually operating.
