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.

Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)

01Result

fluid-cloudnative/fluid ↗

fluid-cloudnative/fluid AI coding statistics: 2.4%

of 336 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.4% agent · top contributor 50%4 contributors
team

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

8
agent commits
328
other considered commits
4
agent contributors
50%
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

8assisted
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%105
2026-032.2%45
2026-040%31
2026-052.3%44
2026-065.3%76
2026-073.8%26
2026-080%8
2026-09100%1

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic51.5%
GitHub CopilotGitHub20.6%
Gemini CLIGoogle10.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • f2785f84 on GitHubfix(cache): charge tiered store memory quota on every reconcile (#6167)Claude Code
  • 795a7a14 on GitHubfeat: add Makefile targets for oss-emulator docker build (#6070)Claude Code
  • 74e8c89c on GitHubchore: bump chart appVersion and image tag to 36f0467 (#6069)Claude Code
  • 5438f7a4 on GitHubfix: free disk space in kind-e2e CI to prevent out-of-disk failures (#6123GitHub Copilot
  • fc9a6d99 on GitHubfix: correct actions/github-script SHA in pr-quota-limit workflow (#5835)GitHub Copilot
  • cbca1377 on GitHubAdd comments to GetOwnerDatasetUID in pkg/ddc/base/runtime.go. (#5744)Gemini CLI

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 window372
Merge commits removed−0
CI / dependency bots removed−36
Considered336

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →Go AI coding statisticsCompare evidence across Go 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 fluid-cloudnative/fluid

Scan another repository

Try