{
  "product": "Lugemi Atlas",
  "note": "Atlas. Interface scaffold for a large multilingual reasoning family. Capabilities map to existing Gateway/Reasoning Runtime/MLOps hubs. Does not ship trained Atlas weights, OpenAI replacement, or frontier-lab compute.",
  "capabilities": [
    {
      "id": "reasoning",
      "name": "Reasoning",
      "status": "shipped",
      "api": "GET /v1/reasoning-runtime/engine",
      "notes": "Handoff to Reasoning Runtime — not a custom Atlas reasoner."
    },
    {
      "id": "planning",
      "name": "Planning",
      "status": "shipped",
      "api": "POST /v1/reasoning-runtime/plan",
      "notes": "Plan/reflect via Reasoning Runtime; no tool execution OS."
    },
    {
      "id": "coding",
      "name": "Coding",
      "status": "deferred",
      "api": null,
      "notes": "Code-specialist Atlas weights deferred."
    },
    {
      "id": "math",
      "name": "Math",
      "status": "deferred",
      "api": null,
      "notes": "Math-specialist weights deferred."
    },
    {
      "id": "scientific-reasoning",
      "name": "Scientific Reasoning",
      "status": "deferred",
      "api": null,
      "notes": "Scientific specialist deferred."
    },
    {
      "id": "business-reasoning",
      "name": "Business Reasoning",
      "status": "deferred",
      "api": null,
      "notes": "Business specialist deferred."
    },
    {
      "id": "legal-reasoning",
      "name": "Legal Reasoning",
      "status": "deferred",
      "api": null,
      "notes": "Legal specialist deferred — not legal advice product."
    },
    {
      "id": "medical-reasoning",
      "name": "Medical Reasoning",
      "status": "deferred",
      "api": null,
      "notes": "Medical specialist deferred — not clinical product."
    },
    {
      "id": "financial-reasoning",
      "name": "Financial Reasoning",
      "status": "deferred",
      "api": null,
      "notes": "Financial specialist deferred — not investment advice."
    },
    {
      "id": "multilingual",
      "name": "Multilingual",
      "status": "shipped",
      "api": "POST /v1/chat/completions",
      "notes": "Vendor chat/Gateway today — not Atlas-trained multilingual weights."
    },
    {
      "id": "long-context",
      "name": "Long Context",
      "status": "shipped",
      "api": "POST /v1/context-runtime/assemble",
      "notes": "Context Runtime assemble/compress — not infinite-context OS."
    },
    {
      "id": "function-calling",
      "name": "Function Calling",
      "status": "shipped",
      "api": "POST /v1/agent-runtime/runs",
      "notes": "Agent Runtime sandbox + Policy hard-gate — not open tools."
    },
    {
      "id": "tool-use",
      "name": "Tool Use",
      "status": "shipped",
      "api": "POST /v1/agent-runtime/runs",
      "notes": "Same Agent Runtime sandbox path."
    },
    {
      "id": "training-pipeline",
      "name": "Training Pipeline",
      "status": "shipped",
      "api": "POST /v1/model-training-platform/experiments",
      "notes": "Handoff to Model Training Platform /."
    },
    {
      "id": "inference",
      "name": "Inference",
      "status": "shipped",
      "api": "POST /v1/chat/completions",
      "notes": "Gateway chat — not Atlas-hosted weights."
    },
    {
      "id": "evaluation",
      "name": "Evaluation",
      "status": "shipped",
      "api": "POST /v1/model-evaluation-platform/runs",
      "notes": "Model Evaluation Platform — MMLU suite still deferred."
    },
    {
      "id": "benchmarking",
      "name": "Benchmarking",
      "status": "shipped",
      "api": "GET /v1/model-evaluation-platform/leaderboard",
      "notes": "Org-scoped sandbox ranks — not LMSYS."
    },
    {
      "id": "serving-platform",
      "name": "Serving Platform",
      "status": "shipped",
      "api": "GET /v1/model-serving/engine",
      "notes": "Model Serving hub — not Atlas cluster OS."
    }
  ],
  "honesty": {
    "trainsCompetitiveFoundationWeights": false,
    "shipsTrainedAtlasWeights": false,
    "openAiReplacementOs": false,
    "frontierLabOs": false,
    "regeneratesPriorLayers": false,
    "regeneratesReasoningRuntime": false,
    "scaffoldOnly": true,
    "extendsGateway": true,
    "extendsMlopsTrack": true
  },
  "docs": "/docs/ATLAS.md",
  "architecture": {
    "style": "nest_modular_monolith",
    "ddd": "bounded_atlas_scaffold",
    "cqrs": true,
    "hexagonalRewrite": false,
    "repositoryPattern": "handoffs_to_existing_modules",
    "eventDriven": "audit_and_jobs_only",
    "solid": true,
    "terraform": true,
    "terraformPath": "infra/DEPLOY.md",
    "kubernetes": true,
    "kubernetesPath": "infra/AWS_EKS.md",
    "primaryRegion": "af-south-1",
    "extendsGateway": true,
    "extendsReasoningRuntime": true,
    "extendsModelTrainingPlatform": true,
    "extendsModelEvaluationPlatform": true,
    "extendsFoundationModelCloud": true,
    "regeneratesPriorLayers": false,
    "trainsCompetitiveFoundationWeights": false,
    "shipsTrainedAtlasWeights": false,
    "openAiReplacementOs": false,
    "frontierLabOs": false,
    "customerFacingProduct": true,
    "scaffoldOnly": true,
    "note": "Atlas as discoverable family scaffold. Real inference uses bought Gateway models until research charter + compute exist."
  },
  "safety": {
    "noFakeTrainedWeights": true,
    "scaffoldNotModel": true,
    "note": "Atlas is a family scaffold. Inference continues through Gateway vendors until trained weights exist."
  }
}