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

volcengine/OpenViking ↗

volcengine/OpenViking AI coding statistics: 8.3%

of 2,326 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.3% agent · top contributor 14.4%45 contributors
org-wide

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

194
agent commits
2,132
other considered commits
45
agent contributors
14.4%
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

194assisted
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
2026-025.3%208
2026-0315.5%368
2026-049.5%337
2026-059.5%304
2026-066.7%299
2026-074%301
2026-087.4%309
2026-095%200

Peak month: 15.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1888.1%
Cursor AgentAnysphere40.2%
OpenAI CodexOpenAI30.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 466b62b6 on GitHubfix(vectordb): exclude the subtree for must_not on a path inside an and (#Claude Code
  • 90a61809 on GitHubfix(models): classify SiliconFlow code 20015 embedding 400s as input-too-lClaude Code
  • 5ace39d3 on GitHubfix(memory): escape "-->" in MEMORY_FIELDS values (#4992)Claude Code
  • 7ee75611 on GitHubrefactor(parser):Unify Office Document Parsing with AnyDoc and Restore ComCursor Agent
  • 07aa9dc7 on GitHubfeat(feishu): persist imported document images (#3033)Cursor Agent
  • b55d3791 on GitHubchore(openclaw-plugin): release 2026.6.18 and raise OpenViking floor to 0.Cursor Agent
  • 15e52840 on GitHubfix(openclaw): read L2 content in memory recall (#2002)OpenAI Codex
  • 31628cd0 on GitHubfix(memory): tolerate Python 3.10 ISO timestamps in extraction paths (#152OpenAI Codex
  • e5ceb130 on GitHubfix(context-engine): drop tool-only non-assistant messages instead of emitOpenAI Codex

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 window2,362
Merge commits removed−0
CI / dependency bots removed−36
Considered2,326

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
volcengine/OpenViking
Default branch
main
Resolved HEAD
db84a4916c566beb036374c1412ed4f3bf1365de ↗
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 position56th percentile

Midrank percentile; equal shares split the tied positions.

Repository
8.3%
Cohort median
6.3%
Share rank
109 / 247
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 volcengine/OpenViking

Scan another repository

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