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.

Desktop shell for wayland compositors built with Quickshell & GO, optimized for niri, hyprland, sway, MangoWC, labwc, and MiracleWM.

01Result

duxlabs-dev/dux-shell ↗

duxlabs-dev/dux-shell AI coding statistics: 1.4%

of 1,688 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.4% agent · top contributor 13%16 contributors
org-wide

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

23
agent commits
1,665
other considered commits
16
agent contributors
13%
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

23assisted
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
2026-010%2
2026-020.3%317
2026-030%174
2026-043.2%94
2026-055.2%153
2026-061.1%179
2026-070.3%356
2026-081.8%271
2026-092.1%142

Peak month: 5.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic211.2%
GitHub CopilotGitHub20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 447997b9 on GitHublauncher: add vpn connections as a search provider (#3391)Claude Code
  • 2c136b6c on GitHubnotifications: auto-enable do not disturb while screen sharing (#3316)Claude Code
  • 5e873170 on GitHubnetwork: support fortinet vpn with saml and password auth (#3384)Claude Code
  • 408beb20 on GitHubrefactor(sysupdate): improve cmd handling, formatted colors & progress indGitHub Copilot
  • cfe6e686 on GitHubfeat(display): Fix and implement display auto-switching with JSON profile GitHub 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 window1,717
Merge commits removed−3
CI / dependency bots removed−26
Considered1,688

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 duxlabs-dev/dux-shell

Scan another repository

Try