{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "bitwarden/server",
    "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": "bitwarden/server",
      "canonicalRepo": "bitwarden/server",
      "canonicalGitHubUrl": "https://github.com/bitwarden/server",
      "defaultBranch": "main",
      "headShaAtResolution": "de7104b7134f51de34cb081c192ecb172020d508",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 2.1,
    "humanSharePctCeiling": 97.9,
    "totals": {
      "commitsInHistory": 1115,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 74,
      "commitsConsidered": 1041,
      "agentAttributedCommits": 22,
      "humanAttributedCommits": 1019
    },
    "concentration": {
      "distinctAgentAuthors": 14,
      "topAuthorShareOfAgentCommits": 18.2,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 22,
      "autonomousCommits": 0,
      "assistedPct": 2.1,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 20,
        "sharePct": 1.9,
        "samples": [
          {
            "hash": "77bb391404e40ffecc74ef7002c49f664e0c4289",
            "subject": "[Sm-1588] secrets versioning (#8307)",
            "date": "2026-09-14T18:45:58-04:00"
          },
          {
            "hash": "92fffd502e62ff3f42bc8ab862cf190a5dc9034e",
            "subject": "[DBOPS-231] Rewrite SecurityTask_ReadByUserIdStatus to remove OPTION (RECOMPILE) (#8331)",
            "date": "2026-09-10T05:25:56-06:00"
          },
          {
            "hash": "27de6da992f8a438187cdd981dba6f5f03dfc768",
            "subject": "Feat: Add Organization Subscription-Preview Endpoint (#8245)",
            "date": "2026-08-31T18:09:15+00:00"
          },
          {
            "hash": "ab12fbd1b1604d9e62d472482cfe058f82813394",
            "subject": "Seeder: Add UsePam organization override (#8093)",
            "date": "2026-07-30T09:53:10+02:00"
          },
          {
            "hash": "6798f54bd8fbb5ea2b3aa7ca376d13eebe2679fb",
            "subject": "[PM-40440] fix: Include Secrets Manager and storage in plan-change tax preview (#7995)",
            "date": "2026-07-22T12:45:51-05:00"
          }
        ]
      },
      {
        "id": "copilot",
        "label": "GitHub Copilot",
        "vendor": "GitHub",
        "commits": 3,
        "sharePct": 0.3,
        "samples": [
          {
            "hash": "1e76c784588c46cc65a6575acf0981fd27aaa6ec",
            "subject": "Switch to Bitwarden.Server.Sdk.Features (#7898)",
            "date": "2026-07-16T11:44:30-05:00"
          },
          {
            "hash": "dbf630894725d46ec68a453c15793b3168fa1336",
            "subject": "[PM-36574] fix: scope provider client invoice report to the authorized provider (#7770)",
            "date": "2026-06-22T17:05:35+00:00"
          },
          {
            "hash": "1d755021f4f99af4b3849ea22098c7bf212f6625",
            "subject": "[PM-36158] - Fix org cipher push notifications to fan out per authorized user (#7522)",
            "date": "2026-06-16T11:24:20-07:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 125,
        "agent": 3,
        "agentPct": 2.4
      },
      {
        "month": "2026-03",
        "total": 174,
        "agent": 5,
        "agentPct": 2.9
      },
      {
        "month": "2026-04",
        "total": 154,
        "agent": 0,
        "agentPct": 0
      },
      {
        "month": "2026-05",
        "total": 141,
        "agent": 1,
        "agentPct": 0.7
      },
      {
        "month": "2026-06",
        "total": 110,
        "agent": 4,
        "agentPct": 3.6
      },
      {
        "month": "2026-07",
        "total": 156,
        "agent": 6,
        "agentPct": 3.8
      },
      {
        "month": "2026-08",
        "total": 140,
        "agent": 1,
        "agentPct": 0.7
      },
      {
        "month": "2026-09",
        "total": 41,
        "agent": 2,
        "agentPct": 4.9
      }
    ],
    "lowActivity": false
  }
}