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.

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

01Result

keplergl/kepler.gl ↗

keplergl/kepler.gl AI coding statistics: 12.1%

of 239 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
12.1% agent · top contributor 62.1%5 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

29
agent commits
210
other considered commits
5
agent contributors
62.1%
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

26assisted
3autonomous

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%15
2026-0325%4
2026-0411.4%35
2026-052.3%44
2026-060%6
2026-0723.5%34
2026-0815.1%73
2026-0914.3%28

Peak month: 25%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere218.8%
GitHub CopilotGitHub83.3%
Claude CodeAnthropic10.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • d37b8a25 on GitHubchore: remove react-palm, replace with built-in task runtime in @kepler.glCursor Agent
  • 13226dfb on GitHubchore: add @kepler.gl/tasks-core as a dual CJS/ESM workspace package (#369Cursor Agent
  • adab6c25 on GitHubfix: shadows effect issues with highlighted objects (#3683)Cursor Agent
  • 854f6a55 on GitHubfeat: Add SKILL.md for keplergl python package (#3429)GitHub Copilot
  • f00fd208 on GitHubdocs: update keplergl-jupyter docs for v0.4.0 (#3431)GitHub Copilot
  • b6d10804 on GitHubchore: remove deprecated `bindings/kepler.gl-jupyter` in favor of `bindingGitHub Copilot
  • 2ea91170 on GitHubfix(layers): trip layer color-by-field reads correct row in TABLE mode (#3Claude 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 window335
Merge commits removed−0
CI / dependency bots removed−96
Considered239

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →TypeScript AI coding statisticsCompare evidence across TypeScript 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 keplergl/kepler.gl

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