Eval Harness

An eval harness is the software framework that runs an evaluation — feeding tasks to a model or agent, collecting outputs, and applying grading — so results are produced consistently and repeatably.

A harness standardizes how tasks are executed and scored, which is what makes comparisons across models, prompts, and versions fair.

WorkForce runs its sealed task banks through a harness so AQO scores are reproducible and auditable.