[
  {
    "slug": "01-welvet",
    "num": "1",
    "title": "What Welvet is",
    "has_main": true
  },
  {
    "slug": "02-tree",
    "num": "2",
    "title": "Repository map",
    "has_main": true
  },
  {
    "slug": "03-core",
    "num": "3",
    "title": "core - types & backends",
    "has_main": true
  },
  {
    "slug": "04-weights",
    "num": "4",
    "title": "weights - FormatNone MatVec",
    "has_main": true
  },
  {
    "slug": "05-quant",
    "num": "5",
    "title": "quant - 20 pack formats",
    "has_main": true
  },
  {
    "slug": "06-simd",
    "num": "6",
    "title": "simd - Plan 9 kernels",
    "has_main": true
  },
  {
    "slug": "07-webgpu",
    "num": "7",
    "title": "webgpu - device GEMV & shaders",
    "has_main": true
  },
  {
    "slug": "08-tiling",
    "num": "8",
    "title": "tiling - SC/MC & workgroups",
    "has_main": true
  },
  {
    "slug": "09-architecture",
    "num": "9",
    "title": "architecture - volumetric grid",
    "has_main": true
  },
  {
    "slug": "10-fusedgpu",
    "num": "10",
    "title": "fusedgpu - decoder on device",
    "has_main": true
  },
  {
    "slug": "11-dense",
    "num": "11",
    "title": "layers/dense - MatVec microkernel",
    "has_main": true
  },
  {
    "slug": "12-mha",
    "num": "12",
    "title": "layers/mha - attention",
    "has_main": true
  },
  {
    "slug": "13-swiglu",
    "num": "13",
    "title": "layers/swiglu - gated FFN",
    "has_main": true
  },
  {
    "slug": "14-rmsnorm",
    "num": "14",
    "title": "layers/rmsnorm",
    "has_main": true
  },
  {
    "slug": "15-layernorm",
    "num": "15",
    "title": "layers/layernorm",
    "has_main": true
  },
  {
    "slug": "16-embedding",
    "num": "16",
    "title": "layers/embedding",
    "has_main": true
  },
  {
    "slug": "17-softmax",
    "num": "17",
    "title": "layers/softmax",
    "has_main": true
  },
  {
    "slug": "18-sequential",
    "num": "18",
    "title": "layers/sequential",
    "has_main": true
  },
  {
    "slug": "19-residual",
    "num": "19",
    "title": "layers/residual",
    "has_main": true
  },
  {
    "slug": "20-cnn",
    "num": "20",
    "title": "layers/cnn1 \u00b7 cnn2 \u00b7 cnn3",
    "has_main": true
  },
  {
    "slug": "21-rnn-lstm",
    "num": "21",
    "title": "layers/rnn \u00b7 lstm",
    "has_main": true
  },
  {
    "slug": "22-seqmix",
    "num": "22",
    "title": "layers/seqmix - mixer contract",
    "has_main": true
  },
  {
    "slug": "23-gdn",
    "num": "23",
    "title": "layers/gdn - gated delta net",
    "has_main": true
  },
  {
    "slug": "24-mamba",
    "num": "24",
    "title": "layers/mamba - selective SSM",
    "has_main": true
  },
  {
    "slug": "25-convt",
    "num": "25",
    "title": "layers/convt1 \u00b7 convt2 \u00b7 convt3",
    "has_main": true
  },
  {
    "slug": "26-kmeans",
    "num": "26",
    "title": "layers/kmeans",
    "has_main": true
  },
  {
    "slug": "27-parallel",
    "num": "27",
    "title": "layers/parallel - MoE + cameral",
    "has_main": true
  },
  {
    "slug": "28-metacognition",
    "num": "28",
    "title": "layers/metacognition",
    "has_main": true
  },
  {
    "slug": "29-forward",
    "num": "29",
    "title": "runtime/forward",
    "has_main": true
  },
  {
    "slug": "30-backward",
    "num": "30",
    "title": "runtime/backward",
    "has_main": true
  },
  {
    "slug": "31-training",
    "num": "31",
    "title": "runtime/training",
    "has_main": true
  },
  {
    "slug": "32-step",
    "num": "32",
    "title": "runtime/step - step mesh",
    "has_main": true
  },
  {
    "slug": "65-cross-numeric",
    "num": "65",
    "title": "Cross-numeric train + down-the-dem",
    "has_main": true
  },
  {
    "slug": "67-train-modes",
    "num": "67",
    "title": "TrainMode - 29 named updates",
    "has_main": true
  },
  {
    "slug": "33-dna",
    "num": "33",
    "title": "systems/dna",
    "has_main": true
  },
  {
    "slug": "34-evolution",
    "num": "34",
    "title": "systems/evolution",
    "has_main": true
  },
  {
    "slug": "35-tween",
    "num": "35",
    "title": "systems/tween",
    "has_main": true
  },
  {
    "slug": "36-tanhi",
    "num": "36",
    "title": "systems/tanhi - TANHI \u00b7 UDP HUD",
    "has_main": true
  },
  {
    "slug": "37-telemetry",
    "num": "37",
    "title": "systems/telemetry",
    "has_main": true
  },
  {
    "slug": "66-lucy",
    "num": "66",
    "title": "lucy - SoftAcc / Score measuring",
    "has_main": true
  },
  {
    "slug": "69-lucy-density",
    "num": "69",
    "title": "Lucy density - synthetic organism",
    "has_main": true
  },
  {
    "slug": "38-entity",
    "num": "38",
    "title": "model/entity - .entity files",
    "has_main": true
  },
  {
    "slug": "39-hf",
    "num": "39",
    "title": "model/hf - snapshots",
    "has_main": true
  },
  {
    "slug": "40-tokenizer",
    "num": "40",
    "title": "model/tokenizer",
    "has_main": true
  },
  {
    "slug": "41-sampling",
    "num": "41",
    "title": "model/sampling",
    "has_main": true
  },
  {
    "slug": "42-transformer",
    "num": "42",
    "title": "model/transformer - generate",
    "has_main": true
  },
  {
    "slug": "43-apps",
    "num": "43",
    "title": "apps - octo \u00b7 flux2 \u00b7 mosstts",
    "has_main": true
  },
  {
    "slug": "44-octo",
    "num": "44",
    "title": "Octo - model shell",
    "has_main": true
  },
  {
    "slug": "68-cameral",
    "num": "68",
    "title": "Cameral sandwiches + AAI Lucy",
    "has_main": true
  },
  {
    "slug": "70-cam-sync",
    "num": "70",
    "title": "CamSync - inter-cameral / cross-mesh weight blend",
    "has_main": true
  },
  {
    "slug": "45-stub-seed",
    "num": "45",
    "title": "stub/seed",
    "has_main": true
  },
  {
    "slug": "46-stub-serialization",
    "num": "46",
    "title": "stub/serialization",
    "has_main": true
  },
  {
    "slug": "47-stub-memory",
    "num": "47",
    "title": "stub/memory",
    "has_main": true
  },
  {
    "slug": "48-stub-donate",
    "num": "48",
    "title": "stub/donate",
    "has_main": true
  },
  {
    "slug": "49-stub-fountain",
    "num": "49",
    "title": "stub/fountain",
    "has_main": true
  },
  {
    "slug": "50-stub-hardware",
    "num": "50",
    "title": "stub/hardware",
    "has_main": true
  },
  {
    "slug": "51-stub-accel",
    "num": "51",
    "title": "stub/accel - NPU/Metal/QNN",
    "has_main": true
  },
  {
    "slug": "52-stub-clustering",
    "num": "52",
    "title": "stub/clustering",
    "has_main": true
  },
  {
    "slug": "53-stub-ensemble",
    "num": "53",
    "title": "stub/ensemble",
    "has_main": true
  },
  {
    "slug": "54-stub-evaluation",
    "num": "54",
    "title": "stub/evaluation",
    "has_main": true
  },
  {
    "slug": "55-stub-grafting",
    "num": "55",
    "title": "stub/grafting",
    "has_main": true
  },
  {
    "slug": "56-stub-grouping",
    "num": "56",
    "title": "stub/grouping",
    "has_main": true
  },
  {
    "slug": "57-stub-introspection",
    "num": "57",
    "title": "stub/introspection",
    "has_main": true
  },
  {
    "slug": "58-stub-observer",
    "num": "58",
    "title": "stub/observer",
    "has_main": true
  },
  {
    "slug": "59-stub-pipeline",
    "num": "59",
    "title": "stub/pipeline",
    "has_main": true
  },
  {
    "slug": "60-stub-templates",
    "num": "60",
    "title": "stub/templates",
    "has_main": true
  },
  {
    "slug": "61-stub-universal",
    "num": "61",
    "title": "stub/universal",
    "has_main": true
  },
  {
    "slug": "62-w2a",
    "num": "62",
    "title": "w2a - validation harness",
    "has_main": true
  },
  {
    "slug": "63-validation",
    "num": "63",
    "title": "Validation report - full suite",
    "has_main": true
  },
  {
    "slug": "64-scorecard",
    "num": "64",
    "title": "Scorecard \u2192 v1.0 / minors",
    "has_main": true
  },
  {
    "slug": "76-nativecpu",
    "num": "76",
    "title": "NativeCPU - opt-in welvet.cpp C ABI",
    "has_main": true
  },
  {
    "slug": "77-native-layers",
    "num": "77",
    "title": "NativeCPU - TrainNativeMSE per layer",
    "has_main": true
  },
  {
    "slug": "78-native-trainmodes",
    "num": "78",
    "title": "NativeCPU - TrainMode stack / parallel / mesh / line",
    "has_main": true
  },
  {
    "slug": "79-qnn",
    "num": "79",
    "title": "QNN - opt-in Hexagon HTP (welvet.qnn)",
    "has_main": true
  },
  {
    "slug": "80-qnn-layers",
    "num": "80",
    "title": "QNN - HTP layer tour (session ABI)",
    "has_main": true
  },
  {
    "slug": "81-qnn-results",
    "num": "81",
    "title": "QNN - go_v_qnn RESULTS (large shapes)",
    "has_main": true
  },
  {
    "slug": "82-apple-metal",
    "num": "82",
    "title": "Apple Metal - mount and forward",
    "has_main": true
  },
  {
    "slug": "83-apple-mamba-dtypes",
    "num": "83",
    "title": "Apple Metal - Mamba parameter dtypes",
    "has_main": true
  },
  {
    "slug": "84-apple-training",
    "num": "84",
    "title": "Apple Metal - training modes",
    "has_main": true
  },
  {
    "slug": "85-apple-save-weights",
    "num": "85",
    "title": "Apple Metal - weight return and ENTITY save",
    "has_main": true
  },
  {
    "slug": "86-apple-json-routing",
    "num": "86",
    "title": "Apple Metal - JSON backend placement",
    "has_main": true
  },
  {
    "slug": "87-apple-mixed-backends",
    "num": "87",
    "title": "Apple Metal - mixed Go/C++/Metal",
    "has_main": true
  },
  {
    "slug": "88-apple-mamba-results",
    "num": "88",
    "title": "Apple Metal - Mamba results and stress runner",
    "has_main": true
  }
]