Essays
Writing
Long-form writing on agent systems, reinforcement learning, training infrastructure, and practical research lessons.
Work in progress
01
Lessons from Training Terminal Agents with Reinforcement Learning
Rollouts · rewards · verifiers · infrastructure · failure modes
In progress 02Building Mini-Miles: Learning Miles Through a Minimal Implementation
Companion project · minimal RL loop · rollouts · updates · synchronization
In progress