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 Decentralized Operating System for ZK Applications

01Result

aleo-labs-protocol/snarkOS ↗

aleo-labs-protocol/snarkOS AI coding statistics: 14.9%

of 696 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

14.9% agent · top contributor 46.2%6 contributors

team

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

104

agent commits

592

other considered commits

agent contributors

46.2%

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

56assisted

48autonomous

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

Peak month: 51.3%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
GitHub Copilot	GitHub	49	7%
Claude Code	Anthropic	45	6.5%
Cursor Agent	Anysphere	10	1.4%

03Evidence

Inspect the matches

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

Matched commit samples

cef20ce6 on GitHubEnable upgrade testGitHub Copilot
be013ff2 on GitHubTighten REST missing-block testsGitHub Copilot
4f2f0038 on GitHubImplement REST 404 mappingGitHub Copilot
57db7563 on GitHubPatch rustls and wnaf (cargo audit), bump snarkVM revClaude Code
891fb0fa on GitHubEnable extended CIClaude Code
899e32d2 on GitHubchore(snarkos): update snarkVM rev to main_net_v4100 headClaude Code
1ea713d1 on GitHubfix(rest): raise the request body limit for current max transaction sizeCursor Agent
3ecb06a1 on GitHubfix(bft): generate V12 block responses so codec roundtrips succeedCursor Agent
499db967 on GitHubFix macOS release builds failing to load libclang.Cursor Agent

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 window	944
Merge commits removed	−248
CI / dependency bots removed	−0
Considered	696

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 aleo-labs-protocol/snarkOS

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	3.2%	93
2026-03	6.1%	148
2026-04	10%	100
2026-05	11.8%	93
2026-06	17.6%	74
2026-07	10.9%	46
2026-08	32%	103
2026-09	51.3%	39