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.

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

01Result

rocketride-org/rocketride-server ↗

rocketride-org/rocketride-server AI coding statistics: 41.5%

of 922 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
41.5% agent · top contributor 19.6%44 contributors
org-wide

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

383
agent commits
539
other considered commits
44
agent contributors
19.6%
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

383assisted
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
2026-0225%56
2026-0329.9%211
2026-0450.5%93
2026-0539.5%124
2026-0663.1%130
2026-0757.5%120
2026-0825.3%95
2026-0937.6%93

Peak month: 63.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic37640.8%
GitHub CopilotGitHub80.9%
Cursor AgentAnysphere40.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 1339a081 on GitHubchore(docs): post-revamp cleanup — retire hot-link images, README docs mapClaude Code
  • 3e1c2ddd on GitHubfeat(client-typescript): Drizzle ORM over pipes (Sequelize deprecated, retClaude Code
  • 5d2a262e on GitHubfeat(sdk,cli): 'rocketride otel' — OpenTelemetry bridge over the documenteClaude Code
  • 0c08ea49 on GitHubfeat(run-logging): task-event continuum, DVR sessions, permanent trace ideGitHub Copilot
  • 3840d25f on GitHubfeat(agents): auto-install coding agent documentation stubs (#454)GitHub Copilot
  • cc7e18fa on GitHubfix(vscode): Improve dropper usability on OSX (#293)GitHub Copilot
  • 18de9bf4 on GitHubfix: test(client-typescript) disconnect timeout guard should reject insteaCursor Agent
  • e5636da3 on GitHubfeat(gcp): implement native nodes for firestore, gcs, and vertex ai (… (#1Cursor Agent
  • c1213047 on GitHubFix/rr #1352 GitHub client 404 and rate limit (#1361)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 window975
Merge commits removed−10
CI / dependency bots removed−43
Considered922

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 →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 rocketride-org/rocketride-server

Scan another repository

Try