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.

Google Cloud Client Library for Java

01Result

googleapis/google-cloud-java ↗

googleapis/google-cloud-java AI coding statistics: 3%

of 1,469 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3% agent · top contributor 25%12 contributors
org-wide

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

44
agent commits
1,425
other considered commits
12
agent contributors
25%
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

44assisted
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
2026-021.9%206
2026-034.7%214
2026-044.3%258
2026-053.3%215
2026-062.7%187
2026-072.1%195
2026-082.6%115
2026-090%79

Peak month: 4.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Gemini CLIGoogle443%

03Evidence

Inspect the matches

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

Matched commit samples

  • a51bb8da on GitHubfix(auth): fix remaining nullability in UserAuthorizer and Builder (#14158Gemini CLI
  • 0d5fac03 on GitHubfix(auth): fix JSpecify nullability in UserAuthorizer and TokenStore (#141Gemini CLI
  • 2dde172e on GitHubdocs(bigquery-jdbc): add user guide with connection property and custom enGemini 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 window1,627
Merge commits removed−39
CI / dependency bots removed−119
Considered1,469

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 googleapis/google-cloud-java

Scan another repository

Try