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.

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

01Result

OpenPipe/ART ↗

OpenPipe/ART AI coding statistics: 8.8%

of 284 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.8% agent · top contributor 44%4 contributors
team

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

25
agent commits
259
other considered commits
4
agent contributors
44%
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

25assisted
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
2026-0220%35
2026-0311.1%36
2026-0410%20
2026-0512.5%16
2026-060%57
2026-070%35
2026-080%28
2026-0917.5%57

Peak month: 20%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic238.1%
OpenAI CodexOpenAI10.4%
Cursor AgentAnysphere10.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 2ebfc1c2 on GitHubGDN planner: price the dense projection work per GDN-owned token; refit thClaude Code
  • 28b0a1e2 on GitHubCP planner: price host work per remote stage, real fetch bandwidth and perClaude Code
  • 20a210d4 on GitHubCalibration expansion, stage 2: shape lattice, Qwen3.5-35B-A3B class, HybrClaude Code
  • 54ebf50f on GitHubRefresh final TrainerRank admission and propagate counter failures (#899)OpenAI Codex
  • aa4a424d on GitHubchore: Update torchao for Torch 2.10 compatibility (#664)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 window298
Merge commits removed−3
CI / dependency bots removed−11
Considered284

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 →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 OpenPipe/ART

Scan another repository

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