Computer use without breaking the bank
Computer use is good now, but screenshots cost hundreds to thousands of tokens per step. Once the agent completes a flow it freezes it into a runnable script with interpolated variables, calling an explore subagent only for the parts that change — plus self-healing on error, and an LLM judge over risky actions.