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

langchain-ai/deepagents ↗

langchain-ai/deepagents AI coding statistics: 2.3%

of 2,705 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.3% agent · top contributor 18%14 contributors
org-wide

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

61
agent commits
2,644
other considered commits
14
agent contributors
18%
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

57assisted
4autonomous

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
2026-026.6%303
2026-031%482
2026-042.9%274
2026-050.4%259
2026-061.4%366
2026-072.6%505
2026-080%377
2026-096.5%139

Peak month: 6.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic321.2%
GitHub CopilotGitHub180.7%
Cursor AgentAnysphere140.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • edd0bcfc on GitHubfix(talon): report MCP protocol errors to the model (#6239)Claude Code
  • b6dc5c5a on GitHubfix(talon): deliver background subagents launched by a scheduled job (#622Claude Code
  • 5406820e on GitHubfix(talon): unwind the channel that fails mid-start, and keep teardown safClaude Code
  • 3a2b7777 on GitHubfeat(cli): `/agents` switcher (#2558)GitHub Copilot
  • 67700b44 on GitHubrefactor(evals): extract agent builder into helper in `test_tool_selectionGitHub Copilot
  • 66c57e1e on GitHubfeat(sdk): namespace improvements for deepagents (#2386)GitHub Copilot
  • e8702df6 on GitHubfeat(code): integrate Hooks v2 client lifecycle events (#5104)Cursor Agent
  • 2487c4b8 on GitHubfeat(code): integrate Hooks v2 server lifecycle events (#4997)Cursor Agent
  • fdb585c8 on GitHubfeat(code): migrate legacy hooks to v2 events (#4971)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 window3,401
Merge commits removed−1
CI / dependency bots removed−695
Considered2,705

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
langchain-ai/deepagents
Default branch
main
Resolved HEAD
7f9e8ed3a555933902045792da9bb184950ee7b2 ↗
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 position31st percentile

Midrank percentile; equal shares split the tied positions.

Repository
2.3%
Cohort median
6.3%
Share rank
170 / 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 langchain-ai/deepagents

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