{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "Mintplex-Labs/anything-llm",
    "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": "Mintplex-Labs/anything-llm",
      "canonicalRepo": "Mintplex-Labs/anything-llm",
      "canonicalGitHubUrl": "https://github.com/Mintplex-Labs/anything-llm",
      "defaultBranch": "master",
      "headShaAtResolution": "65f83f3e47192843ded1228acdff86b00106c0cc",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 1.3,
    "humanSharePctCeiling": 98.7,
    "totals": {
      "commitsInHistory": 644,
      "mergeCommitsExcluded": 91,
      "ciBotCommitsExcluded": 7,
      "commitsConsidered": 546,
      "agentAttributedCommits": 7,
      "humanAttributedCommits": 539
    },
    "concentration": {
      "distinctAgentAuthors": 7,
      "topAuthorShareOfAgentCommits": 14.3,
      "adoptionPattern": "team"
    },
    "mode": {
      "assistedCommits": 7,
      "autonomousCommits": 0,
      "assistedPct": 1.3,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 5,
        "sharePct": 0.9,
        "samples": [
          {
            "hash": "a9e3c0585fc9e0909f6035b7ddcfc5950bd68f1c",
            "subject": "fix: scope thread lookup to validated workspace in middleware",
            "date": "2026-06-09T20:23:18-07:00"
          },
          {
            "hash": "9d242bc053cb9f4c42d1ac724e86a3f2bbd31d8d",
            "subject": "Add User-Agent header for Anthropic API calls (#5174)",
            "date": "2026-03-23T15:19:33-07:00"
          },
          {
            "hash": "409ac543bd2f43b4784ec28b4ef22878a6259ccc",
            "subject": "feat(agents): Add Perplexity Search API as web search provider (#5210)",
            "date": "2026-03-17T14:16:20-07:00"
          },
          {
            "hash": "4cd3c778939d8461a551a96cf9df887da0e33c09",
            "subject": "fix: show actionable error when LMStudio model listing fails or returns empty (#5131)",
            "date": "2026-03-04T14:10:57-08:00"
          },
          {
            "hash": "1ccf46815809d0765cc35e9696dc983fb4e388db",
            "subject": "fix: correct TPS calculation for Generic OpenAI provider with llama.cpp (#4981)",
            "date": "2026-02-12T14:40:35-08:00"
          }
        ]
      },
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 1,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "88e19b6df19d2578337c64faba92b0056cffdec8",
            "subject": "fix: persist API @agent chats into thread history (#6125)",
            "date": "2026-08-18T12:26:49-07:00"
          }
        ]
      },
      {
        "id": "devin",
        "label": "Devin",
        "vendor": "Cognition",
        "commits": 1,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "d79e5d7527dd27ff8db431c25d8287b2fa4d1304",
            "subject": "update exa search provider description (#5225)",
            "date": "2026-03-18T10:50:36-07:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 47,
        "agent": 1,
        "agentPct": 2.1
      },
      {
        "month": "2026-03",
        "total": 86,
        "agent": 4,
        "agentPct": 4.7
      },
      {
        "month": "2026-04",
        "total": 67,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-05",
        "total": 40,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-06",
        "total": 99,
        "agent": 1,
        "agentPct": 1
      },
      {
        "month": "2026-07",
        "total": 88,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-08",
        "total": 81,
        "agent": 1,
        "agentPct": 1.2
      },
      {
        "month": "2026-09",
        "total": 38,
        "agent": 0,
        "agentPct": 0
      }
    ],
    "lowActivity": false
  }
}
