Harness engineering extends beyond prompt templates to runtime design
Compared with early agent frameworks, harness engineering additionally includes workflow design (e.g. loop engineering), evaluation, permission controls, and persistent state management — it is closer to runtime and software system design: how the model observes, acts, memorizes, checks itself, and improves.
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Harness Engineering for Self-Improvement
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Compared with early agent frameworks , “agent = LLM + memory + tools + planning + action”, harnesses engineering additionally include workflow design (e.g. loop engineering), evaluation, permission controls, and persistent state management . It is no longer only prompt templates, but closer to runtime and software system design: how the model observes, acts, memorizes, checks itself, and improves.
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