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.

Cloud native networking and network security

01Result

projectcalico/calico ↗

projectcalico/calico AI coding statistics: 37.2%

of 2,510 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

37.2% agent · top contributor 24.2%50 contributors

org-wide

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

933

agent commits

1,577

other considered commits

agent contributors

24.2%

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

923assisted

10autonomous

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

Peak month: 65.8%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	881	35.1%
GitHub Copilot	GitHub	57	2.3%

03Evidence

Inspect the matches

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

Matched commit samples

6685a987 on GitHubfelix/collector: fix collector UT data races; enable -race for felix UTs (Claude Code
bd1a8261 on GitHubapp-policy, lib/std/log: address review on the aggregating loggerClaude Code
8f5373ba on GitHub[EV-6890] Aggregate the per-flow log spam from Dikastes policy evalClaude Code
544f1052 on GitHubUpdate logging condition to include lost packetsGitHub Copilot
88058e79 on GitHubUse markdown formattingGitHub Copilot
05f92874 on GitHubPotential fix for pull request findingGitHub Copilot

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 window	3,282
Merge commits removed	−672
CI / dependency bots removed	−100
Considered	2,510

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 →Go AI coding statisticsCompare evidence across Go 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 projectcalico/calico

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	20.5%	220
2026-03	30.5%	538
2026-04	34.2%	348
2026-05	40.5%	227
2026-06	54.5%	325
2026-07	65.8%	336
2026-08	31.6%	326
2026-09	6.3%	190