{
  "schema_version": 2,
  "title": "Reproduction: Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
  "emoji": "🎯",
  "space_id": "mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-4ltyJqAHMg"
  ],
  "updated_at": "2026-08-03T02:48:56+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-headline-magnitude",
        "title": "Claim 1: Benchmark construction",
        "file": "pages/claim-1-headline-magnitude/page.md",
        "children": []
      },
      {
        "slug": "claim-2-semantic-bugs-harder-than-syntax-bugs",
        "title": "Claim 2: Claude-4-Sonnet main result",
        "file": "pages/claim-2-semantic-bugs-harder-than-syntax-bugs/page.md",
        "children": []
      },
      {
        "slug": "claim-3-model-scale-and-specialization",
        "title": "Claim 3: DeepSeek-V3 and Qwen-2.5-Coder-32B",
        "file": "pages/claim-3-model-scale-and-specialization/page.md",
        "children": []
      },
      {
        "slug": "claim-4-sft-agentic-and-reasoning-model-claims",
        "title": "Claim 4: Enterprise SQL complexity",
        "file": "pages/claim-4-sft-agentic-and-reasoning-model-claims/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "traces": [
    {
      "id": "a1896cae-77b9-425e-8f16-72cceca54f57",
      "title": "Reproduction session (Claude Code)",
      "provider": "Claude Code",
      "model": "claude-sonnet-5",
      "started_at": "2026-08-02T06:28:23.035000+00:00",
      "ended_at": "2026-08-02T21:48:44.776000+00:00",
      "duration_ms": 55221741,
      "event_count": 1870,
      "turn_count": 69,
      "source_available": true,
      "attached_at": "2026-08-02T21:42:36+00:00",
      "index_file": "traces/a1896cae-77b9-425e-8f16-72cceca54f57/index.json"
    }
  ],
  "workspace": {
    "file": "workspace.json",
    "file_count": 1,
    "total_size": 50429,
    "bucket_id": "mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-artifacts"
  },
  "agent_view_tokens": 8000,
  "trace_view_tokens": 115990,
  "workspace_view_tokens": 19,
  "revision": "5497a27163f7c6b8cedb",
  "traces_ref": {
    "repo_id": "mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-traces",
    "repo_type": "dataset",
    "repo_url": "https://huggingface.co/datasets/mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-traces",
    "private": false,
    "viewer_path": "trackio/index.json"
  },
  "trace_dataset": "https://huggingface.co/datasets/mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-traces",
  "workspace_ref": {
    "repo_id": "mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-artifacts",
    "repo_type": "bucket",
    "repo_url": "https://huggingface.co/buckets/mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-artifacts",
    "private": false
  },
  "workspace_bucket": "https://huggingface.co/buckets/mackenzietechdocs/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql-artifacts"
}