Knowledge base

What is a harness?

The machinery around an AI model: memory, tools, protocols, sandboxes and approval gates.

Definition

In one paragraph.

The harness is the machinery around an AI model: memory, tools, protocols, sandboxes and approval gates. The same model performs completely differently in a different harness — the bigger difference between AI systems is rarely the model and almost always the layer around it.

Why it matters.

Reliability is design

A demo needs a model; a system that keeps working needs a harness.

Tools and memory

What the agent may use and what it remembers determines what it can do — more than the model version.

Gates for the human

Approval gates and sandboxes make autonomy grow on evidence, not on upfront trust.

We wrote a full dossier on it, with worked examples. Read The Harness

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