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

langflow-ai/langflow ↗

langflow-ai/langflow AI coding statistics: 6.7%

of 1,842 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.7% agent · top contributor 46%33 contributors
org-wide

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

124
agent commits
1,718
other considered commits
33
agent contributors
46%
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

124assisted
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
2026-0213.5%89
2026-038%213
2026-045%262
2026-055.4%294
2026-0612.2%262
2026-074.2%312
2026-084.6%346
2026-097.8%64

Peak month: 13.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1055.7%
GitHub CopilotGitHub150.8%
Cursor AgentAnysphere110.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • a6b4cf90 on GitHubfix(assistant): preserve dependent choices and token limit resets (#15001)Claude Code
  • d5f0751b on GitHubfix(deps): override shell-quote and websocket-driver in docs/ to patched vClaude Code
  • c08362cd on GitHubfix(migrations): stop double-prefixing CHECK constraint names under the naClaude Code
  • da798a52 on GitHubfeat(components): Add Code Agents (CodeAct agent and OpenDsStar agent) andGitHub Copilot
  • 91972452 on GitHubfix: resolve ghosting issues in preload optimization (#12587)GitHub Copilot
  • 2fa3d1c7 on GitHubfeat: add langflow-sdk support to release workflow (#12679)GitHub Copilot
  • c3bfdb7d on GitHubchore: back-merge release-1.12.0 into main (fast-forward only) (#14652)Cursor Agent
  • c2c15474 on GitHubfeat(bundles): lfx-confluent bundle + watsonx.data components (IBM streamhCursor Agent
  • dce5e298 on GitHubfeat: add OrcaRouter bundle component (#14549)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 window1,914
Merge commits removed−59
CI / dependency bots removed−13
Considered1,842

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
langflow-ai/langflow
Default branch
main
Resolved HEAD
5621dcfd84e11108e4cc1ecb0c51f41053c4211c ↗
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 position51st percentile

Midrank percentile; equal shares split the tied positions.

Repository
6.7%
Cohort median
6.3%
Share rank
121 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 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 →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/langflow

Scan another repository

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