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.

Limiter, compressor, convolver, equalizer and auto volume and many other plugins for PipeWire applications

01Result

wwmm/easyeffects ↗

wwmm/easyeffects AI coding statistics: 6%

of 282 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6% agent · top contributor 76.5%4 contributors
team

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

17
agent commits
265
other considered commits
4
agent contributors
76.5%
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

17assisted
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
2026-023.7%27
2026-030%33
2026-0412.4%105
2026-051.9%53
2026-060%20
2026-070%14
2026-085.6%18
2026-098.3%12

Peak month: 12.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic155.3%
GitHub CopilotGitHub20.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 770dee42 on GitHubpresets: fix ListModel::update emitting row changes inside a model resetClaude Code
  • 314d5429 on GitHubpipewire: set node.link-group on virtual and internal filter nodesClaude Code
  • ff87d249 on GitHubRemove requirements section from autotune docsClaude Code
  • 70ad860c on GitHubPotential fix for code scanning alert no. 14: Multiplication result converGitHub Copilot
  • a7950ab2 on GitHubImprove autoload preset dialog readability for long device namesGitHub 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 window826
Merge commits removed−267
CI / dependency bots removed−277
Considered282

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 →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 wwmm/easyeffects

Scan another repository

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