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.

Continuous background code review database for agents, work faster and smarter with accountability for every line of generated code.

01Result

kenn-io/roborev ↗

kenn-io/roborev AI coding statistics: 39.3%

of 628 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
39.3% agent · top contributor 56.3%25 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

247
agent commits
381
other considered commits
25
agent contributors
56.3%
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

246assisted
1autonomous

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
2026-0150%2
2026-0278.4%116
2026-0361.5%143
2026-0441%39
2026-0510%50
2026-0615.6%109
2026-0713.1%61
2026-0820%65
2026-0918.6%43

Peak month: 78.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic21033.4%
OpenAI CodexOpenAI396.2%
GitHub CopilotGitHub20.3%
Cursor AgentAnysphere20.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 895cbe40 on GitHubKeep findings below min_severity and derive verdicts from structured outpuClaude Code
  • 829ffb9f on GitHubfix(review): reject output without a verdict (#1120)Claude Code
  • 33d46c7f on GitHubfix(web): use the kit-ui top bar height (#1125)Claude Code
  • a0cdb2c1 on GitHubStore reviews as JSON and archive unresolved Markdown (#1164)OpenAI Codex
  • 4789b9a0 on GitHubRestore grouped, severity-filtered GitHub review comments (#1152)OpenAI Codex
  • 895cbe40 on GitHubKeep findings below min_severity and derive verdicts from structured outpuOpenAI Codex
  • 27b1277a on GitHubFix Windows daemon restart failures and console pop-ups (#840)GitHub Copilot
  • 673a07b8 on GitHubfeat: add 'roborev ci review' command and 'init gh-action' workflow generaGitHub Copilot
  • c687422a on GitHubfeat: improve TUI tasks UX with mouse interactions (#357)Cursor Agent
  • 9d1eeee3 on GitHubAdd `roborev wait` command to block until a review job completes (#263)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 window663
Merge commits removed−0
CI / dependency bots removed−35
Considered628

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 →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex signatures →Go AI coding statisticsCompare evidence across Go 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 kenn-io/roborev

Scan another repository

Try