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.

Cross-platform video editing (compositing) software.

b-editor/beutl ↗

b-editor/beutl AI coding statistics: 3%

of 744 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3% agent · top contributor 90.9%3 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

22
agent commits
722
other considered commits
3
agent contributors
90.9%
largest contributor

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

22assisted
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%194
2026-035.3%150
2026-042.3%43
2026-055.3%76
2026-062.2%135
2026-078.6%58
2026-080%24
2026-091.6%64

Peak month: 8.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub121.6%
Claude CodeAnthropic101.3%

Inspect the matches

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

Matched commit samples

  • 38e9948a on GitHubrefactor!: isolate HistoryManager transactions (#2325)GitHub Copilot
  • 809ea3ab on GitHubchore: Bump FluentIcons.FluentAvalonia to FluentIcons.Avalonia.Fluent 2.0.GitHub Copilot
  • 9225a8e1 on GitHubUpgrade package versions for ReactiveUI.Avalonia and Dock.Avalonia (#1869)GitHub Copilot
  • f194b589 on GitHubfeat: log surviving objects and stacks via ClrMD when an extension's AssemClaude Code
  • 02ce2705 on GitHubfix: resolve Scene references through the Expressions form in the Agent ToClaude Code
  • b089d8b9 on GitHubFix nested Sound TimeRange inheritance and improve error diagnostics (#213Claude Code

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 window972
Merge commits removed−18
CI / dependency bots removed−210
Considered744

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

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 b-editor/beutl

Scan another repository