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.

Prometheus community Helm charts

01Result

prometheus-community/helm-charts ↗

prometheus-community/helm-charts AI coding statistics: 12.8%

of 196 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
12.8% agent · top contributor 68%7 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

25
agent commits
171
other considered commits
7
agent contributors
68%
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

25assisted
0autonomous

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
2026-020%26
2026-0326.3%19
2026-046.7%15
2026-054.8%21
2026-0610%30
2026-0730.8%26
2026-080%26
2026-0921.2%33

Peak month: 30.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2211.2%
GitHub CopilotGitHub21%
Cursor AgentAnysphere10.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • afa420b5 on GitHub[prometheus-stackdriver-exporter] Support multiple stackdriver.retryStatusClaude Code
  • 36656822 on GitHub[kube-prometheus-stack] Document the Argo CD ServerSideApply requirement (Claude Code
  • 0092a2a6 on GitHub[kube-prometheus-stack] Render webhook matchConditions as a list (#7275)Claude Code
  • f3c309be on GitHubCI: Fix chart resolution in Integration Tests (values.yaml) (#7074)GitHub Copilot
  • ffb6166b on GitHub[alertmanager] make HTTPRoute names unique by appending route key (#6989)GitHub Copilot
  • f728d038 on GitHub[kube-prometheus-stack] Omit Prometheus spec.shards when set to null (#708Cursor 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 window581
Merge commits removed−0
CI / dependency bots removed−385
Considered196

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 →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 prometheus-community/helm-charts

Scan another repository

Try