{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "browser-use/browser-harness",
    "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": "browser-use/browser-harness",
      "canonicalRepo": "browser-use/browser-harness",
      "canonicalGitHubUrl": "https://github.com/browser-use/browser-harness",
      "defaultBranch": "main",
      "headShaAtResolution": "afbcc381b963040c19627d788e40c7e7663171ee",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 20.5,
    "humanSharePctCeiling": 79.5,
    "totals": {
      "commitsInHistory": 635,
      "mergeCommitsExcluded": 205,
      "ciBotCommitsExcluded": 0,
      "commitsConsidered": 430,
      "agentAttributedCommits": 88,
      "humanAttributedCommits": 342
    },
    "concentration": {
      "distinctAgentAuthors": 29,
      "topAuthorShareOfAgentCommits": 25,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 88,
      "autonomousCommits": 0,
      "assistedPct": 20.5,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 84,
        "sharePct": 19.5,
        "samples": [
          {
            "hash": "c5e5d4f66ae787e2a3aa7300f154283c63b97619",
            "subject": "Match the uv tool-list entry, not a substring",
            "date": "2026-09-03T09:16:18-07:00"
          },
          {
            "hash": "f533f9e1cdb46459ccaf7665542540a9792cb15c",
            "subject": "Only hint at pip when uv does not manage the install",
            "date": "2026-09-03T09:10:35-07:00"
          },
          {
            "hash": "df3cbc55dadbc078802b9bb04613df90e9e047c1",
            "subject": "Tell pip and pipx users how to upgrade when uv tool upgrade fails",
            "date": "2026-09-03T09:04:01-07:00"
          },
          {
            "hash": "19b843c2297c39dae4e68e4a3f27d549e3d0c2e8",
            "subject": "Bump browser-harness to 0.1.11",
            "date": "2026-09-03T08:42:06-07:00"
          },
          {
            "hash": "826b8137524b570eb60d8c76e2fccd9aacb5ec33",
            "subject": "fix(helpers): surface unexpected detach failures, ignore already-dropped sessions",
            "date": "2026-09-01T12:26:20-07:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 2,
        "sharePct": 0.5,
        "samples": [
          {
            "hash": "fd3e25c91d4d8d51b2278bd3d323b43bb9b619a9",
            "subject": "feat: add field-tested Flipkart shopping domain skill",
            "date": "2026-04-28T13:53:00+05:30"
          },
          {
            "hash": "d0ebf8637ce37a497ff3974baca638eea3ce6af5",
            "subject": "Add Expedia domain skill: hotel search automation",
            "date": "2026-04-27T14:06:41+05:30"
          }
        ]
      },
      {
        "id": "devin",
        "label": "Devin",
        "vendor": "Cognition",
        "commits": 1,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "4720fe435eaf5311fd2aa1cf2de8ee3f3c69a049",
            "subject": "Add MCP server wrapper over browser-harness helpers.",
            "date": "2026-08-14T10:51:18+08:00"
          }
        ]
      },
      {
        "id": "cursor",
        "label": "Cursor Agent",
        "vendor": "Anysphere",
        "commits": 1,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "ce35175b7890bdab90c9f606e4f858db87050a36",
            "subject": "Update README bitter lesson and skills footer links",
            "date": "2026-04-24T12:36:11+00:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-04",
        "total": 192,
        "agent": 54,
        "agentPct": 28.1
      },
      {
        "month": "2026-05",
        "total": 80,
        "agent": 9,
        "agentPct": 11.3
      },
      {
        "month": "2026-06",
        "total": 21,
        "agent": 5,
        "agentPct": 23.8
      },
      {
        "month": "2026-07",
        "total": 43,
        "agent": 12,
        "agentPct": 27.9
      },
      {
        "month": "2026-08",
        "total": 63,
        "agent": 2,
        "agentPct": 3.2
      },
      {
        "month": "2026-09",
        "total": 31,
        "agent": 6,
        "agentPct": 19.4
      }
    ],
    "lowActivity": false
  }
}