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.

Detect and validate 500+ types of hardcoded secrets with advanced checks. Use it as a pre-commit hook, GitHub Action, or CLI for proactive secret detection and security.

01Result

GitGuardian/ggshield ↗

GitGuardian/ggshield AI coding statistics: 22%

of 459 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
22% agent · top contributor 66.3%7 contributors
team

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

101
agent commits
358
other considered commits
7
agent contributors
66.3%
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

101assisted
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%31
2026-030%41
2026-048%50
2026-0511.3%53
2026-0626.8%97
2026-0731.7%60
2026-0848.4%95
2026-090%32

Peak month: 48.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic10122%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2ad7c5a1 on GitHubdocs(readme): shorten the Keychain warning and move it to the topClaude Code
  • f31f0282 on GitHubdocs(readme): warn about the macOS Keychain prompt after upgradingClaude Code
  • ba567e83 on GitHubstyle(ai-hook): prettier-format the ignored-paths changelog entryClaude 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 window722
Merge commits removed−250
CI / dependency bots removed−13
Considered459

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 →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 GitGuardian/ggshield

Scan another repository

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