Cognera Harness

One language for every agent.

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Cognera Harness is the shared foundation of our tools. It recommends the right agent for each task and never lowers quality without telling you.

Foundation

A shared foundation for standalone tools.

The tools also work on their own. Harness gives them a shared vocabulary and recommendations it can explain.

A routing preview in Harness: tasks from Bellows, Forge, and Temper by type of work.

Picking the agent and checking the result.

  • A failed attempt raises the quality bar.

    Repeated attempts at the same task: after a failed verification, Harness raised the required quality.

  • Decided before the work starts.

    The Harness decision before the first attempt: recommended, standard quality, and two of 14 options qualify.

From task to verified result.

  1. The task description.

    Every tool describes its work with the same vocabulary.

    A routing plan in Harness: tasks from Bellows, Forge, and Temper described by the same fields, complexity, required quality, and reason.

  2. A recommendation with a reason.

    Harness picks an agent and a quality level, and says why.

    The Harness recommendation for a test run in Temper: recommended, with the reasons why standard quality is enough for the task.

  3. Checking the result.

    The result is verified before the work continues.

    Another attempt in Harness: the result of the first attempt failed verification (verifier_failed), so the second attempt requires higher quality.

  4. The next attempt aims higher.

    After a failed verification, it raises the required quality.

    Three attempts at the same task in Harness: after failed verifications, the required quality rose from standard to high and then to critical.

What you can count on.

  • The tools also work without it.

  • Every decision can be explained afterward.

More tools from the workshop.

The whole workshop speaks one language.

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