Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

verl-project/verl ↗

verl-project/verl AI coding statistics: 12%

of 982 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
12% agent · top contributor 5.1%83 contributors
org-wide

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

118
agent commits
864
other considered commits
83
agent contributors
5.1%
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

118assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0211.2%125
2026-0312%142
2026-0414.3%140
2026-059%145
2026-0618.4%125
2026-0711%127
2026-089.9%131
2026-098.5%47

Peak month: 18.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic535.4%
Gemini CLIGoogle474.8%
Cursor AgentAnysphere151.5%
OpenAI CodexOpenAI60.6%
GitHub CopilotGitHub40.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 0e91ffdf on GitHub[rollout] feat: continuous_token support Assistant Role in Merge and EncodClaude Code
  • 5b79827b on GitHub[distillation] fix: Disable detokenization for teacher prompt_logprobs (#7Claude Code
  • fcb4f7f7 on GitHub[sglang] fix: make DeepSeek-V4 full weight sync work with SGLang + MegatroClaude Code
  • 0e91ffdf on GitHub[rollout] feat: continuous_token support Assistant Role in Merge and EncodGemini CLI
  • df9e2243 on GitHub[BREAKING][rollout] feat: Add Multimodal Continuous Token (#6804)Gemini CLI
  • 61f96993 on GitHub[ckpt] fix: added cuda stream synchronization in NCCL broadcast wait for cGemini CLI
  • cf1649b2 on GitHub[hardware] test: include AMD in platform auto-detection expectations (#779Cursor Agent
  • 0e91ffdf on GitHub[rollout] feat: continuous_token support Assistant Role in Merge and EncodCursor Agent
  • b356f430 on GitHub[vllm] fix: raise max_num_batched_tokens to max_model_len when chunked preCursor Agent
  • 5cfb74fa on GitHub[megatron] feat: bucket packed sequence lengths (#7358)OpenAI Codex
  • 7898ab49 on GitHub[tool, megatron] fix: resolve PrecisionDebugger model chunks (#7104)OpenAI Codex
  • e0031631 on GitHub[rollout] fix: handle malformed Qwen3 XML tool calls (#7044)OpenAI Codex
  • 4493b868 on GitHub[training_utils, env, doc] feat: use Liger fused linear PPO kernel (#7461)GitHub Copilot
  • feff37ae on GitHub[2/n][rollout] feat: flowgrpo - add diffusion agent loop support (#5716)GitHub Copilot
  • f245e2dd on GitHub[fsdp] fix: Support trust_remote_code during FSDP HugginFace checkpoint saGitHub Copilot

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 window982
Merge commits removed−0
CI / dependency bots removed−0
Considered982

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
verl-project/verl
Default branch
main
Resolved HEAD
c8faa0870a115b7bc73ee76545b804f5ffb15c5b ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position66th percentile

Midrank percentile; equal shares split the tied positions.

Repository
12%
Cohort median
6.3%
Share rank
85 / 247
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 247.

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →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 verl-project/verl

Scan another repository

Try