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 task manager you actually own.

01Result

go-vikunja/vikunja ↗

go-vikunja/vikunja AI coding statistics: 1.3%

of 2,168 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.3% agent · top contributor 50%11 contributors
team

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

28
agent commits
2,140
other considered commits
11
agent contributors
50%
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

28assisted
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
2026-020.5%213
2026-033.6%337
2026-041.3%395
2026-050.6%174
2026-061%309
2026-071.7%179
2026-080.7%306
2026-090.4%255

Peak month: 3.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic221%
GitHub CopilotGitHub50.2%
Cursor AgentAnysphere10%

03Evidence

Inspect the matches

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

Matched commit samples

  • a59dbc28 on GitHubdocs: add swagger annotations for the OAuth 2.0 endpoints (#3837)Claude Code
  • 732b8ae7 on GitHubfeat(attachments): add zoom & pan image lightboxClaude Code
  • 3af3c04f on GitHubfix(filter): accept non-zero-padded dates in task filtersClaude Code
  • b0ede53c on GitHubfix: handle S3 backend in user export downloadGitHub Copilot
  • b065c620 on GitHubfeat: replace afero-s3 with minimal S3 afero.Fs implementationGitHub Copilot
  • c6f0d8ba on GitHubfeat: surface API validation errors to registration form fields (#1902)GitHub Copilot
  • 4b9715b1 on GitHubfix(frontend): keep API token delete target during modal close animationCursor 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 window2,870
Merge commits removed−0
CI / dependency bots removed−702
Considered2,168

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 go-vikunja/vikunja

Scan another repository

Try