{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "taosdata/TDengine",
    "datasetVersion": "2026-09-18-v3.0",
    "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
    "scanDate": "2026-09-16",
    "window": {
      "since": "2026-02-01",
      "untilExclusive": "2026-09-16",
      "label": "February–September 15, 2026"
    },
    "repository": {
      "sourceRepo": "taosdata/TDengine",
      "canonicalRepo": "taosdata/TDengine",
      "canonicalGitHubUrl": "https://github.com/taosdata/TDengine",
      "defaultBranch": "main",
      "headShaAtResolution": "7b7b9f92f4d5145888f7cab63fd4695f67c73286",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 1.9,
    "humanSharePctCeiling": 98.1,
    "totals": {
      "commitsInHistory": 2434,
      "mergeCommitsExcluded": 629,
      "ciBotCommitsExcluded": 26,
      "commitsConsidered": 1779,
      "agentAttributedCommits": 33,
      "humanAttributedCommits": 1746
    },
    "concentration": {
      "distinctAgentAuthors": 12,
      "topAuthorShareOfAgentCommits": 24.2,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 33,
      "autonomousCommits": 0,
      "assistedPct": 1.9,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 27,
        "sharePct": 1.5,
        "samples": [
          {
            "hash": "f34f0f03c31b39f9bb7e1eed62e915a53786546b",
            "subject": "feat (TDgpt): Dynamic Model Synchronization Enhancements (#35344)",
            "date": "2026-05-17T09:15:45+08:00"
          },
          {
            "hash": "98afb55406ad8144cdca2792fa30bffd18a93ab1",
            "subject": "fix(packaging): replace hardcoded component names with Name variables (#35300)",
            "date": "2026-05-12T14:51:50+08:00"
          },
          {
            "hash": "4f4e0e82c4f4e14ddcb61bae62ca82ce9ada41ee",
            "subject": "refactor: replace excluded_contained with exclude_overlap for profile search. (#35274)",
            "date": "2026-05-07T17:34:03+08:00"
          },
          {
            "hash": "d99dab0ca7fe0682aa5a38cc86e2867b656dbe91",
            "subject": "feat: multivariate anomaly detection is enabled for LoF algorithm. (#35269)",
            "date": "2026-04-30T13:46:56+08:00"
          },
          {
            "hash": "98d3d8ec0e3822b25d28f228685e69b6a63d822a",
            "subject": "docs: update release note for 3.4.1.6 in office web (#35267)",
            "date": "2026-04-30T10:07:49+08:00"
          }
        ]
      },
      {
        "id": "gemini-cli",
        "label": "Gemini CLI",
        "vendor": "Google",
        "commits": 7,
        "sharePct": 0.4,
        "samples": [
          {
            "hash": "98d3d8ec0e3822b25d28f228685e69b6a63d822a",
            "subject": "docs: update release note for 3.4.1.6 in office web (#35267)",
            "date": "2026-04-30T10:07:49+08:00"
          },
          {
            "hash": "cbafd7b4aa0cee7ea5ee9f286104e3d65e791672",
            "subject": "security and quality: pip 25.0.1→26.0.1 (#35207)",
            "date": "2026-04-23T15:07:24+08:00"
          },
          {
            "hash": "e68623e54c19e4f5bb5d77ac27199d94a4e54150",
            "subject": "docs: unify data in task creation step (#35197)",
            "date": "2026-04-22T17:43:32+08:00"
          },
          {
            "hash": "2870b086b3d2b16c35615fbd00b613a843aca0b9",
            "subject": "docs: update release note for 3.4.1.0 in office web (#35039)",
            "date": "2026-04-02T08:55:09+08:00"
          },
          {
            "hash": "de78e75499c702a405e532bab863f628e84a1f79",
            "subject": "docs(faq): restructure FAQ into categories and add JDBC connector FAQ (#34974)",
            "date": "2026-03-31T10:58:13+08:00"
          }
        ]
      },
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 2,
        "sharePct": 0.1,
        "samples": [
          {
            "hash": "b9eb340111161da7453985f7bdd611f079de1133",
            "subject": "feat(stream): implement idle trigger for stream partitions (#34902)",
            "date": "2026-03-24T10:14:40+08:00"
          },
          {
            "hash": "163aa941de0725225112ec0cdea29f99f2495a7d",
            "subject": "feat(stream): add natural time units support for PERIOD trigger (#34766)",
            "date": "2026-03-15T15:43:36+08:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 124,
        "agent": 1,
        "agentPct": 0.8
      },
      {
        "month": "2026-03",
        "total": 255,
        "agent": 11,
        "agentPct": 4.3
      },
      {
        "month": "2026-04",
        "total": 176,
        "agent": 18,
        "agentPct": 10.2
      },
      {
        "month": "2026-05",
        "total": 327,
        "agent": 3,
        "agentPct": 0.9
      },
      {
        "month": "2026-06",
        "total": 287,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-07",
        "total": 351,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-08",
        "total": 257,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-09",
        "total": 2,
        "agent": 0,
        "agentPct": 0
      }
    ],
    "lowActivity": false
  }
}
