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.

World's most powerful open data catalog for building a high-performance, geo-distributed and federated metadata lake.

01Result

apache/gravitino ↗

apache/gravitino AI coding statistics: 20.7%

of 1,007 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
20.7% agent · top contributor 24%28 contributors
org-wide

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

208
agent commits
799
other considered commits
28
agent contributors
24%
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

208assisted
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
2026-0212.6%87
2026-0319.9%136
2026-0417.5%120
2026-0530.8%130
2026-0617.8%157
2026-0713.8%116
2026-0820.6%136
2026-0929.6%125

Peak month: 30.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic888.7%
GitHub CopilotGitHub777.6%
Cursor AgentAnysphere515.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 8d2c01bd on GitHub[#13146] fix(core): Track local jobs only by their owning executor in multClaude Code
  • 0f2d22cd on GitHub[#13131] fix(core): Reject Spark jobs at submission when Spark is not avaiClaude Code
  • bb9a7e5e on GitHub[#13085] improvement(server): Allow catalog users to test existing catalogClaude Code
  • deb1e2d2 on GitHub[#12783] fix(server): return JSON errors for the whole pre-resource-methodGitHub Copilot
  • c22eb346 on GitHub[#12586] feat(core): Add Semantic Model metadata entity (#12587)GitHub Copilot
  • a2f687a8 on GitHub[#12357] fix: Relocate Jackson in Iceberg Aliyun bundle (#12358)GitHub Copilot
  • 1a615397 on GitHub[#13124] fix(catalogs): return jdbc-user in plaintext for Iceberg and PaimCursor Agent
  • 1eb7f1b8 on GitHub[MINOR] ci: orchestrate integration tests from Cron Integration Test (#130Cursor Agent
  • 25f874f3 on GitHub[#12982] fix(core): mask undeclared credential-like properties by name (#1Cursor 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 window1,024
Merge commits removed−0
CI / dependency bots removed−17
Considered1,007

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 →Java AI coding statisticsCompare evidence across Java 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 apache/gravitino

Scan another repository

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