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.

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

01Result

walkinglabs/hands-on-modern-rl ↗

walkinglabs/hands-on-modern-rl AI coding statistics: 18.8%

of 719 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
18.8% agent · top contributor 81.5%9 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

135
agent commits
584
other considered commits
9
agent contributors
81.5%
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

135assisted
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
2026-0428.8%156
2026-0512.8%219
2026-0658.5%65
2026-0740%5
2026-088%274

Peak month: 58.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic13018.1%
Cursor AgentAnysphere50.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 5238b134 on GitHubdocs: translate remaining Chinese comments in code/, scripts/, planning/Claude Code
  • 5b358ead on GitHubdocs(en): fix stale cross-references left after renumberingClaude Code
  • 0ce2650e on GitHubdocs: remove Star History from READMEs, finish en numbering alignmentClaude Code
  • 7d73d89e on GitHubdocs: clarify Bellman next-state averaging and add a TD commute exampleCursor Agent
  • 61d32793 on GitHubdocs: derive the V-Q identity in a details tab on section 2.3Cursor Agent
  • 580ebd95 on GitHubdocs(en): add intuitive Thompson sampling explainer to section 2.1Cursor 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 window758
Merge commits removed−39
CI / dependency bots removed−0
Considered719

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 →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 walkinglabs/hands-on-modern-rl

Scan another repository

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