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AI RAG Chunk Quality Field Guide: When Four Offline Heuristics Beat a Week of Indexing
Four offline heuristics tell you which chunking scheme will actually retrieve the right passage —…
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Before You Ship That Prompt: A Field Guide to AI Prompt A/B Variant Generation
Every prompt in production is a guess about which axis matters. You tweak a phrase,…
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Anthropic Harness Design 全面解析：从工程到人文（附带openclaw的skill）
如果只看 Anthropic 2026 年 3 月 24 日发布的《Harness design for long-running application development》，有一个判断几乎可以直接下：他们说的 harness，不是某个新框架的宣传名词，而是一套把模型推到“能连续工作几个小时”的工程方法。[1] 这篇文章最有价值的地方，不在于又提出了一个抽象概念，而在于它把…