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      "title": "Agents Want Filesystems: Agent-Friendly Interfaces Are a Token-Efficiency Strategy",
      "description": "An open benchmark ran the same ML-research tasks over identical data through two interfaces: raw SQL and a filesystem-shaped namespace. The namespace surface used 45% fewer tokens, cost 39% less, and answered more accurately.",
      "authorId": "jason-wang",
      "authorName": "Jason (Changhao) Wang",
      "category": "Perspectives",
      "datePublished": "2026-06-13T00:00:00.000Z",
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      "title": "List a directory in 131 nanoseconds: holt, the metadata engine inside nokv",
      "description": "Why nokv's metadata layer is built on a blob-framed Adaptive Radix Tree — and what that buys you on real NVMe.",
      "authorId": "eric-song",
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