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ownRL

Built at OpenEnv Hackathon SF · Mar 7, 2026 · San Francisco, CA

Demo video · drive.google.com/…

Every time you use an AI coding assistant, you correct it. You rephrase, redirect, steer it back. Those corrections encode what you mean when you say things, your taste, your design directions. Right now that signal disappears. The next session starts from scratch. We built the loop that captures and refines models with it. This is the first partial implementation of OpenEnv RFC 005: an RL gym that trains a coding agent on your own dev sessions, scored by your own test suite, so the model gets incrementally better at understanding you specifically.

Team