Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

mudler/LocalAI ↗

mudler/LocalAI AI coding statistics: 3.8%

of 1,037 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.8% agent · top contributor 38.5%13 contributors
org-wide

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

39
agent commits
998
other considered commits
13
agent contributors
38.5%
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

21assisted
18autonomous

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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-023.5%85
2026-036.7%120
2026-041.8%171
2026-057.6%92
2026-0611.7%60
2026-073.8%105
2026-081.8%165
2026-091.7%239

Peak month: 11.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic292.8%
GitHub CopilotGitHub90.9%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 81041d8b on GitHubchore(deps): bump LocalAGI and localrecall to v0.6.5 (#11985)Claude Code
  • a1c79b51 on GitHubdocs(faq): note OPENAI_BASE_URL env var for pointing clients at LocalAI (#Claude Code
  • 5555a3c5 on GitHubfix(nodes): skip checksum sidecars when staging option dirsClaude Code
  • 9bd7d17f on GitHub[model-config] feat: add environment variables support for backends (#1072GitHub Copilot
  • e7b83ef7 on GitHubFix flaky "tests-apple" CI job in modeladmin test suite (#11717)GitHub Copilot
  • c5645795 on GitHubfix(kokoros): add missing `upscale_image` stub to Backend trait impl (#114GitHub Copilot
  • e1a782b7 on GitHubfix(openai): stop streaming tool-call double-emission when autoparser is aCursor 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 window2,527
Merge commits removed−0
CI / dependency bots removed−1,490
Considered1,037

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
mudler/LocalAI
Default branch
master
Resolved HEAD
7ac96040113f26cceb92abbb590ff9c2193c4c13 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortGo · 132 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 62 of 194 ecosystem repositories excluded
Agent-commit share position56th percentile

Midrank percentile; equal shares split the tied positions.

Repository
3.8%
Cohort median
2.8%
Share rank
58 / 132
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 132.

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 →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 mudler/LocalAI

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