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.

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

01Result

radixark/miles ↗

radixark/miles AI coding statistics: 7.6%

of 1,289 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

7.6% agent · top contributor 34.7%22 contributors

org-wide

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

agent commits

1,191

other considered commits

agent contributors

34.7%

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

98assisted

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

Peak month: 24%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	88	6.8%
Gemini CLI	Google	11	0.9%
Cursor Agent	Anysphere	1	0.1%

03Evidence

Inspect the matches

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

Matched commit samples

9a9c3eb3 on GitHubfix: align MTP loss masks with input tokens before context-parallel slicinClaude Code
aeffa2d5 on GitHubharbor daytona: reclaim orphaned sandboxes by default, and a storage overrClaude Code
ab955b6e on GitHubdocs: Harbor runs on Modal (#3214)Claude Code
ba4a8ad9 on GitHubFix tensor backuper hash alignment (#1262)Gemini CLI
b2d76966 on GitHubsupport `--allgather-cp` for `bshd` tokens/loss + replay data (#1248)Gemini CLI
7c46b5c8 on GitHubFix dump details debug import (#1195)Gemini CLI
7df95c3c on GitHub[AMD] fix(docker): drop the obsolete ROCm Megatron fused-kernels patch (#2Cursor 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	1,289
Merge commits removed	−0
CI / dependency bots removed	−0
Considered	1,289

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent 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 radixark/miles

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	8.9%	45
2026-03	24%	75
2026-04	14.6%	96
2026-05	2.9%	136
2026-06	5.4%	92
2026-07	6.3%	253
2026-08	8%	264
2026-09	4.9%	328