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.

OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.

01Result

langflow-ai/openrag ↗

langflow-ai/openrag AI coding statistics: 4.1%

of 1,031 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
4.1% agent · top contributor 26.2%8 contributors
team

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

42
agent commits
989
other considered commits
8
agent contributors
26.2%
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

42assisted
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
2026-022.6%193
2026-035%322
2026-041.2%84
2026-057.6%119
2026-061.7%116
2026-076.9%102
2026-081.6%63
2026-093.1%32

Peak month: 7.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub313%
Cursor AgentAnysphere70.7%
Claude CodeAnthropic50.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • ac66bf0e on GitHubfix: surface provider errors in chat instead of generic connection failureGitHub Copilot
  • ac4b331a on GitHubfix: OAuth connector callback redirect fix (#2054) (#2097)GitHub Copilot
  • ff1e4c67 on GitHubfix: OAuth connector callback redirect fix (#2052)GitHub Copilot
  • 20d31fc6 on GitHubfix: bump brace-expansion to 5.0.9 for CVE-2026-14257 and CVE-2026-69152 (Cursor Agent
  • ac66bf0e on GitHubfix: surface provider errors in chat instead of generic connection failureCursor Agent
  • 1fd0ff6f on GitHubfix: OCR-aware supported file types (#2055)Cursor Agent
  • 661805a3 on GitHubfix: COS file overwrite not reflected after syncing connectors (#2366)Claude Code
  • b0ead4af on GitHubfeat: docling ingest vlms (#1841)Claude Code
  • 36f115f7 on GitHubfix: Ingestion of buckets not working right after connection is tested - CClaude Code

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 window1,320
Merge commits removed−287
CI / dependency bots removed−2
Considered1,031

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 langflow-ai/openrag

Scan another repository

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