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Harness engineering: the instructions behind an agent

The layer of instructions, limits, and verifications that separates a demonstrable agent from a reliable agent.

AVLaboratório A4 VerifiedMay 27, 20267 min read

What is the harness

Harness is the structure that surrounds the model: permanent instructions, action limits, automatic checks, stopping criteria, and mandatory response format. It is this layer that transforms capability into predictable behavior.

Essential components

  • Permanent instructions with defined scope and tone.
  • Explicit access limits to files, network, and credentials.
  • Output verification before considering the task complete.
  • Stopping and escalation criteria to a person.
  • Log of what was executed.

Why demos deceive

In a demo, the path is known. In a real operation, incomplete inputs, integrations being down, and ambiguous requests appear. Without a harness, the agent improvises. With a harness, it stops and warns.

Frequently Asked Questions

Harness substitui revisão humana?

Não. Ele define onde a revisão humana é obrigatória e garante que o agente não avance sem ela em ações sensíveis.

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