Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Flagsmith is an open-source feature flag platform with remote config, experimentation, and self-hosted or cloud deployment options.

01Result

Flagsmith/flagsmith ↗

Flagsmith/flagsmith AI coding statistics: 13.9%

of 799 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
13.9% agent · top contributor 26.1%13 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

111
agent commits
688
other considered commits
13
agent contributors
26.1%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

110assisted
1autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-029.3%75
2026-0314.8%88
2026-0414%136
2026-0510.7%103
2026-0614.4%139
2026-0711.6%112
2026-0813.9%101
2026-0931.1%45

Peak month: 31.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10513.1%
Gemini CLIGoogle30.4%
GitHub CopilotGitHub30.4%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • f95f7090 on GitHubci(renovate): fix lock file maintenance author, schedule and scope (#8516)Claude Code
  • 9fe3c5c4 on GitHubdeps(docs): upgrade openapi-docs plugin and theme to 5.x (#8527)Claude Code
  • 446b73b4 on GitHubfix(docs): pin openapi-docs plugin and theme to 4.2.x (#8520)Claude Code
  • 58a74635 on GitHubfeat: choose environment administrators on environment creation (#7610)Gemini CLI
  • 89135fe2 on GitHubdocs: CVE vulnerability guidance (#7655)Gemini CLI
  • c1f40d88 on GitHubdocs: Consolidate PR collaboration guide to Flagsmith/AGENTS.md (#7646)Gemini CLI
  • 5f19d90b on GitHubchore(Cleanup): Promote git_code_references to GA (#6729)GitHub Copilot
  • f6446517 on GitHubfix(UI): Fix copy button triggering feature detail dialog (#6690)GitHub Copilot
  • efe8bdab on GitHubdocs: add frontend developer documentation (#6486)GitHub Copilot
  • 91238bb7 on GitHubfeat(experiments): Bayesian analysis scorecards and results UI (#7813)Cursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window993
Merge commits removed−0
CI / dependency bots removed−194
Considered799

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli Flagsmith/flagsmith

Scan another repository

Try