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

milvus-io/milvus ↗

milvus-io/milvus AI coding statistics: 36.5%

of 1,598 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
36.5% agent · top contributor 17%41 contributors
org-wide

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

584
agent commits
1,014
other considered commits
41
agent contributors
17%
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

584assisted
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
2026-0228.2%124
2026-0353.8%210
2026-0444.1%247
2026-0519.4%170
2026-0625.2%238
2026-0740.4%270
2026-0835.3%218
2026-0939.7%121

Peak month: 53.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic57736.1%
OpenAI CodexOpenAI110.7%
Cursor AgentAnysphere20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 310377af on GitHubfix: fail index build fast on malformed user JSON instead of retrying foreClaude Code
  • 39cca203 on GitHubenhance: make arrow IO thread pool coefficient 0 a fixed Milvus default (#Claude Code
  • 10a6bd99 on GitHubenhance: make configuration projections safe by default (#52579)Claude Code
  • 240b9c0a on GitHubfeat: publish StorageV3 index artifacts through segment manifests (#53048)OpenAI Codex
  • 82ccbec2 on GitHubfix: validate V1 binlog reader completion (#53255) (#53256)OpenAI Codex
  • bf65725b on GitHubfix: skip file resource sync before first add (#52707)OpenAI Codex
  • ea0c5332 on GitHubenhance: make tombstone sweeper non-blocking and concurrency-safe (#52636)Cursor Agent
  • 490a5c36 on GitHubfix: fix bloom filter leak when worker node crashes (#47450)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 window1,599
Merge commits removed−0
CI / dependency bots removed−1
Considered1,598

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
milvus-io/milvus
Default branch
master
Resolved HEAD
836aa60f289036a5b30f448d9df13567dd8f7a77 ↗
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.

CohortGo · 132 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 62 of 194 ecosystem repositories excluded
Agent-commit share position90th percentile

Midrank percentile; equal shares split the tied positions.

Repository
36.5%
Cohort median
2.8%
Share rank
14 / 132
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 132.

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 milvus-io/milvus

Scan another repository

Try