{
  "schema_version": 1,
  "title": "Reproduction: Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
  "emoji": "🎯",
  "space_id": "ToluClassics/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-4ltyJqAHMg"
  ],
  "updated_at": "2026-07-22T14:15:15+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-benchmark-construction-and-dataset-statistics",
        "title": "Claim 1: Benchmark Construction and Dataset Statistics",
        "file": "pages/claim-1-benchmark-construction-and-dataset-statistics/page.md",
        "children": []
      },
      {
        "slug": "claim-2-claude-4-sonnet-best-performance",
        "title": "Claim 2: Claude-4-Sonnet Best Performance",
        "file": "pages/claim-2-claude-4-sonnet-best-performance/page.md",
        "children": []
      },
      {
        "slug": "claim-3-deepseek-v3-and-qwen-results",
        "title": "Claim 3: DeepSeek-V3 and Qwen Results",
        "file": "pages/claim-3-deepseek-v3-and-qwen-results/page.md",
        "children": []
      },
      {
        "slug": "claim-4-enterprise-scale-complexity-metrics",
        "title": "Claim 4: Enterprise-Scale Complexity Metrics",
        "file": "pages/claim-4-enterprise-scale-complexity-metrics/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 2851,
  "revision": "1784729715786165373"
}