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.

LAPACK development repository

01Result

Reference-LAPACK/lapack ↗

Reference-LAPACK/lapack AI coding statistics: 20.1%

of 468 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
20.1% agent · top contributor 83%4 contributors
individual

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

94
agent commits
374
other considered commits
4
agent contributors
83%
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

94assisted
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%3
2026-030%25
2026-040%70
2026-058.4%83
2026-060%42
2026-0730.3%76
2026-0823.5%98
2026-0957.7%71

Peak month: 57.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic8818.8%
GitHub CopilotGitHub61.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 6b2ba55f on GitHubAdd a subnormal 2x2 pivot block to the symmetric-indefinite testsClaude Code
  • 7bd0c3dd on GitHubAvoid overflow in the 2x2 pivot inverse of the symmetric-indefinite factorClaude Code
  • dfcff8db on GitHubTest that a NaN pivot is reported by the packed symmetric-indefinite factoClaude Code
  • 1ffc7344 on GitHubApply suggestions from code reviewGitHub Copilot
  • d653fbe9 on GitHubAdd missing EXTERNAL declarations in TESTING/EIGGitHub Copilot
  • 0fdfcd6e on GitHubWarn the user if Index-64 API is build as extended API and as the default 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 window609
Merge commits removed−141
CI / dependency bots removed−0
Considered468

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 Reference-LAPACK/lapack

Scan another repository

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