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  "tagline": "Bundle OKF 0.1 · 14 conceitos · VincentGourbin/flux-2-swift-mlx",
  "body": "# Engineering Knowledge Base\n\nDurable, measured engineering knowledge about this framework: benchmarks,\ndecisions with their rationale, verified pitfalls, and diagnostic playbooks.\nStructured as an [OKF](https://github.com/GoogleCloudPlatform/knowledge-catalog/blob/main/okf/SPEC.md)\nknowledge bundle — plain markdown with YAML frontmatter, readable by humans\nand agents alike. This is the **knowledge layer**: what is true and why. The\nuser docs in [`docs/`](../) explain how to use the framework; concepts here\nrecord what was measured and decided so it is never re-derived or re-litigated.\n\n# Benchmarks\n\n* [Klein 9B generation baselines](benchmarks/klein9b-baselines.md) - healthy per-step and wall-clock numbers on M3 Max; anything far above them is contention, not the engine\n* [Model loading costs](benchmarks/loading-costs.md) - what each loading phase costs warm/cold, and where the time actually goes\n\n# Decisions\n\n* [Quantization verdicts for inference](decisions/quantization-verdicts.md)",
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    "title": "Engineering Knowledge Base",
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    "okf_index_path": "docs/knowledge/index.md",
    "okf_conceitos": 14,
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