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.

Apache CloudStack is an opensource Infrastructure as a Service (IaaS) cloud computing platform

01Result

apache/cloudstack ↗

apache/cloudstack AI coding statistics: 2.2%

of 543 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.2% agent · top contributor 16.7%10 contributors
org-wide

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

12
agent commits
531
other considered commits
10
agent contributors
16.7%
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

12assisted
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%58
2026-030%97
2026-042.9%70
2026-050%48
2026-064.5%44
2026-075.6%72
2026-081.3%77
2026-093.9%77

Peak month: 5.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub81.5%
Claude CodeAnthropic40.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9030443e on GitHubSharedFS: fix NPE when accessing systemvm templates for unsupported hypervGitHub Copilot
  • 7d45dcb4 on GitHubMigrations triggered by Maintenance (system) not reported on VM events lisGitHub Copilot
  • 5dcb8aba on GitHubFix checkRoleEscalation performance and bugs in access checking (#12973)GitHub Copilot
  • a4d3c664 on GitHubKVM: assign the hot-plugged NIC the next PCI slot above existing NICs (monClaude Code
  • 9f281c48 on GitHubNAS backup: resume paused VM on backup failure and fix missing exit (#1282Claude Code
  • aef91ae3 on GitHubAdd OpenTelemetry tracing instrumentation to API layer (#13132)Claude Code

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 window594
Merge commits removed−48
CI / dependency bots removed−3
Considered543

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 →Java AI coding statisticsCompare evidence across Java 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 apache/cloudstack

Scan another repository

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