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.

A declarative interface for every secret provider.

01Result

cachix/secretspec ↗

cachix/secretspec AI coding statistics: 39.8%

of 804 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
39.8% agent · top contributor 72.5%10 contributors
team

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

320
agent commits
484
other considered commits
10
agent contributors
72.5%
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

320assisted
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
2026-0292.9%14
2026-0381.8%22
2026-0450%8
2026-0581.8%33
2026-0690.5%95
2026-0740%280
2026-088.3%290
2026-0958.1%62

Peak month: 92.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic32039.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2fa8cef7 on GitHubrefactor(doppler): one owner for the implied-config rule, reflect_config iClaude Code
  • 6c365aff on GitHubrefactor(doppler): one locate_writable behind preflight and operationClaude Code
  • 874ce9e8 on GitHubrefactor(doppler): describe a Call's request in one matchClaude 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 window1,053
Merge commits removed−235
CI / dependency bots removed−14
Considered804

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 →Rust AI coding statisticsCompare evidence across Rust 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 cachix/secretspec

Scan another repository

Try