OpenForge RL trains the agent inside the real harness, against the real environment. A rollout is a full episode: the actual harness drives the actual environment, and every model call along the way ...

An agent in production is not just a model — it is a model plus a harness: the scaffold that builds prompts, parses tool calls, manages history, and retries. But agents are usually trained in a ...

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