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.

Powerful system container and virtual machine manager

01Result

canonical/lxd ↗

canonical/lxd AI coding statistics: 1%

of 5,263 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1% agent · top contributor 83.6%3 contributors
individual

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

55
agent commits
5,208
other considered commits
3
agent contributors
83.6%
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

47assisted
8autonomous

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%878
2026-031.2%997
2026-042.4%827
2026-051.2%593
2026-061.2%951
2026-070.2%414
2026-080%303
2026-090%300

Peak month: 2.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub531%
Claude CodeAnthropic20%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4c7bdf83 on GitHubclient: Add extension checks to UpdateClusterMemberStateGitHub Copilot
  • 06031139 on GitHublxd/api-cluster-link: populate used_by in GET handlersGitHub Copilot
  • 9318e6dc on GitHubshared/api: add used_by field to ClusterLinkGitHub Copilot
  • 2f6f23cf on GitHublxd: skip member-role handover in Stop() when cluster DB never openedClaude Code
  • be3cc948 on GitHublxd/storage/drivers: Fix inverted TLS verification logic in Alletra clientClaude 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 window6,501
Merge commits removed−1,162
CI / dependency bots removed−76
Considered5,263

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 →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/lxd

Scan another repository

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