AI Product

What is Harness?

The product code that runs a model on a task: the loop, tools, context, permissions and memory that turn single replies into finished work. Agentic loops work when a capable model meets a good harness; neither is enough alone.

weld · inspect · rework · pass

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In an agent product, the harness is…

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In real work

The new model helped, but the bigger jump came from the harness: the coding agent now runs the tests, reads the failures and tries again before replying.

In the illustration

Inside the cell the arm welds a seam, the camera inspects it and flags a gap, and the cell sends the arm back to rework it. On the second pass the inspection light turns green.

Use it in a prompt

Sketch the harness for our coding agent in your model: the loop, the tools it can call, how it reads test failures and retries, and when it must stop and ask a person.

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