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Harness Engineering

The reference hub for harness engineering: the discipline of building the scaffolding — tools, memory, context, control loops, guardrails and evaluation — that turns raw model capability into reliable agentic systems.

Harness engineering is the practice of designing, building and optimizing the scaffolding (tools, memory, prompts, environment and control loop) that turns a model's raw capability into reliable, goal-directed action.

  • The harness is everything around the model that converts capability into action.
  • As frontier models converge, the harness becomes the main lever of differentiation.
  • Tool design, context management and memory often matter more than model choice.
  • Harnesses must be observable and evaluated — you cannot improve what you cannot measure.
  • Harness engineering is to agents what platform engineering is to cloud applications.
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