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.

The snapd and snap tools enable systems to work with .snap files.

01Result

canonical/snapd ↗

canonical/snapd AI coding statistics: 1.6%

of 1,166 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.6% agent · top contributor 36.8%9 contributors
org-wide

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

19
agent commits
1,147
other considered commits
9
agent contributors
36.8%
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
7autonomous

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
2026-022.6%227
2026-030%201
2026-045.6%125
2026-050%120
2026-062.2%134
2026-071.4%148
2026-080.8%129
2026-090%82

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

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub171.5%
Cursor AgentAnysphere10.1%
Claude CodeAnthropic10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 9536f55b on GitHubmany: extend /v2/system-info/storage-encrypted to show install-time decisiGitHub Copilot
  • 492f9273 on GitHubosutil: add support for shell conditional syntax in envs (#15446)GitHub Copilot
  • 0bbac017 on GitHubtests: retry when gh client fails and check last change time in auto-rerunGitHub Copilot
  • cd0b5515 on GitHubdaemon: read and limit the body once, cache action for reuse (p1) (#17281)Cursor Agent
  • 546cb6ae on GitHubsnap-confine: work around kernel mnt_ns_loop() ordering bug (#17376)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 window1,191
Merge commits removed−23
CI / dependency bots removed−2
Considered1,166

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 →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 canonical/snapd

Scan another repository

Try