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 Libraries for Python

01Result

googleapis/google-cloud-python ↗

googleapis/google-cloud-python AI coding statistics: 3.6%

of 2,340 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.6% agent · top contributor 22.4%21 contributors
org-wide

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

85
agent commits
2,255
other considered commits
21
agent contributors
22.4%
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

85assisted
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
2026-021.3%471
2026-030.8%863
2026-045.8%278
2026-054.1%221
2026-069.9%151
2026-078.3%157
2026-0810.2%147
2026-097.7%52

Peak month: 10.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Gemini CLIGoogle843.6%
Claude CodeAnthropic10%

03Evidence

Inspect the matches

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

Matched commit samples

  • f30df60e on GitHubfix(bigtable): Added rst_stream exception handling for ReadRows. (#18197)Gemini CLI
  • 1abfcdde on GitHubdocs(bigquery): fix table rendering in markdown docs (#18294)Gemini CLI
  • 906ace77 on GitHubfeat(auth): [aiohttp] Add mTLS reconfiguration logic when certificate mismGemini CLI
  • 2c3c2139 on GitHubfeat(bigtable): support materialized views in the data client (#17676)Claude 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 window2,551
Merge commits removed−85
CI / dependency bots removed−126
Considered2,340

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 →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →Python AI coding statisticsCompare evidence across Python 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-python

Scan another repository

Try