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.

Monorepo for StartOS, StartWRT, StartTunnel, start-sdk, start-docs, start-cli, start-registry, patch-db, and various shared libraries

01Result

Start9Labs/start-technologies ↗

Start9Labs/start-technologies AI coding statistics: 27.4%

of 865 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
27.4% agent · top contributor 33.8%13 contributors
org-wide

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

237
agent commits
628
other considered commits
13
agent contributors
33.8%
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

231assisted
6autonomous

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
2026-020%12
2026-034.2%192
2026-0418.6%70
2026-0535.1%74
2026-0648.5%97
2026-0729.9%244
2026-0833.6%122
2026-0953.7%54

Peak month: 53.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic23727.4%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • a18d9633 on GitHubchore(github): park gated issues on the triage owner (#3957)Claude Code
  • 5505d97d on GitHubchore(github): gate issues on type and project label (#3953)Claude Code
  • 81c0b5a0 on GitHubfix(marketplace): tighten registry warnings (#3942)Claude Code
  • d6b5b885 on GitHubrefactor: migrate StartWRT into the monorepo (projects/start-wrt) (#3385)GitHub Copilot

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 window1,022
Merge commits removed−127
CI / dependency bots removed−30
Considered865

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 →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 Start9Labs/start-technologies

Scan another repository

Try