Giving Coding Agents Something to Measure

What I changed in our RoboCup SSL control stack this summer so a coding agent could judge a change in minutes: 16x faster path planning, 11.5x smaller replays, and tools for finding stalled matches.

October 8, 2026 · 9 min · Isaac Yong
The Agentic Strategy Search Loop

Scaling Strategy Search, Evaluators, and the Agentic Coding Workflow

Our bet on scaling robot sports: why we believe coding agents can search strategy space better than human developers, and the infrastructure, debugging tools, and evaluation benches we built to let them hill-climb.

September 19, 2026 · 7 min · Isaac Yong