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28 July 2026

Agents that finish jobs need stop conditions

An agent without a stop condition is a chatbot with extra API keys. Define the job, the tools, and when a human must take over.

A useful agent has a job: “create the refund if policy matches, else escalate.” It has tools that are typed and logged. It has a stop: max steps, missing data, or a class of action that is irreversible.

We measure completed jobs, handed-off jobs, and refused jobs. A high “conversation length” is not a success metric. An audit trail that a supervisor can read on Monday is.

If you cannot name the system of record the agent writes to, you do not have an automation project. You have a demo.

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We believe we can ship AI that operators keep open.

Tell us the job to be done. We reply with a written plan — architecture, timeline, and what done looks like.