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Design declarative intervention harness

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Gahow Wang
2026-06-26 17:15:06 +08:00
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# No-LLM Harness Mechanism - 2026-06-25
Status note, 2026-06-26:
本文记录的是当前 rule-based prototype harness 的 no-LLM 机制和已有实验现象。它能证明
AITuner 可以在没有 LLM endpoint 的情况下闭环运行，但不能证明 harness 的完备性、
通用 robustness 或最终系统贡献。最终目标设计已经调整为 declarative intervention
grammar + coverage-relative validator，见
[`declarative-intervention-harness-design-20260626.md`](declarative-intervention-harness-design-20260626.md)。
本文回答一个核心问题：如果不调用 LLM，harness 为什么还能自动找到配置？
结论先说清楚：no-LLM 模式下并不是“没有 planner”。当前 harness 本身就是一个