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.

RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.

01Result

ruvnet/RuVector ↗

ruvnet/RuVector AI coding statistics: 84.3%

of 1,343 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
84.3% agent · top contributor 35.5%15 contributors
org-wide

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

1,132
agent commits
211
other considered commits
15
agent contributors
35.5%
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

1111assisted
21autonomous

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
2026-0297.8%510
2026-0386.4%213
2026-0485.8%197
2026-0559.6%89
2026-0669%113
2026-0730%70
2026-0884.2%146
2026-09100%5

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic113284.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • cae37fd7 on GitHubresearch(agent-memory): mincut-gated forgetting — rejected, with evidence Claude Code
  • 73312303 on GitHubresearch(nightly): global-min-cut gated streaming memory admission (ADR-34Claude Code
  • dbf7476b on GitHubresearch(nightly): signed-receipt batch-fill latency — bounded hybrid scheClaude 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 window2,122
Merge commits removed−164
CI / dependency bots removed−615
Considered1,343

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 →Rust AI coding statisticsCompare evidence across Rust 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 ruvnet/RuVector

Scan another repository

Try