Tag: Autonomy

Rio 0.5.0: One-Shot Agents Without Mid-Turn Steering

Rio 0.5.0 is released. It’s a one-shot agent framework that removes humans from the loop entirely.

Other agent tools like Pi and Cursor offer mid-turn steering: you can prompt the agent mid-execution with options like -p, inject guidance, course-correct decisions. It feels powerful.

Rio takes the opposite approach. When an agent loop starts, it runs to completion or fails—no interruption, no mid-stream prompting, no human steering.

Why Remove the Human?

Mid-turn steering doesn’t scale. It works once, for one operator, on one task. But at scale—when you run the same agent hundreds of times, across a team, or in production—you can’t be present to steer every run. Each mid-turn intervention is a symptom fix, not a system fix. The instruction was wrong. Instead of fixing it, you bent this one execution.

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