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

cube-js/cube ↗

cube-js/cube AI coding statistics: 23.7%

of 1,085 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
23.7% agent · top contributor 35%21 contributors
org-wide

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

257
agent commits
828
other considered commits
21
agent contributors
35%
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

255assisted
2autonomous

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
2026-025.2%77
2026-035%100
2026-048.1%124
2026-0529.9%127
2026-0625.5%165
2026-0730.7%212
2026-0832.5%154
2026-0934.1%126

Peak month: 34.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic20619%
Cursor AgentAnysphere514.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • f31cc7be on GitHubdocs: document undocumented Cube Cloud features (#11880)Claude Code
  • bb1f4197 on GitHubdocs: regenerate API reference for platform-client v0.11.0 (#11882)Claude Code
  • af79bfe4 on GitHubfix(tesseract): bound a rolling window's base scan by literals (#11870)Claude Code
  • ab48039f on GitHubfix(query-orchestrator): initialize missing data source queue in isPartitiCursor Agent
  • 13f1c915 on GitHubperf(schema-compiler): optimize granularityHierarchies to avoid O(n^2) objCursor Agent
  • 281e9209 on GitHubfeat(cubesql): merge view joins on a shared cube member into a single CubeCursor 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 window1,144
Merge commits removed−0
CI / dependency bots removed−59
Considered1,085

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
cube-js/cube
Default branch
master
Resolved HEAD
aad9cdfba5a101782704c551aa3662a70bc5a907 ↗
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.

CohortRust · 117 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 33 of 150 ecosystem repositories excluded
Agent-commit share position90th percentile

Midrank percentile; equal shares split the tied positions.

Repository
23.7%
Cohort median
2%
Share rank
12 / 117
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 117.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code 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 cube-js/cube

Scan another repository

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