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.

Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic events in one unified interface. Hook an AI agent up to have it parse through data and find previously unseen correlations. The knowledge is available to all but rarely aggregated in the open, until now.

01Result

BigBodyCobain/Shadowbroker ↗

BigBodyCobain/Shadowbroker AI coding statistics: 25.3%

of 474 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
25.3% agent · top contributor 50.8%7 contributors
team

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

120
agent commits
354
other considered commits
7
agent contributors
50.8%
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

120assisted
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0312.1%207
2026-040%4
2026-0528.8%104
2026-0682.5%63
2026-0728.6%7
2026-084.9%81
2026-0987.5%8

Peak month: 87.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic6313.3%
Cursor AgentAnysphere5712%

03Evidence

Inspect the matches

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

Matched commit samples

  • 667f51cb on GitHubfix(basemap): serve CARTO key from backend, bound the map gate, add sourceClaude Code
  • f95b0ecc on GitHubfix(map): keep tracked aircraft and yacht labels in step with data filtersClaude Code
  • 71550b4a on GitHubfix(basemap): trim header comments to match repo styleClaude Code
  • 4518cb0b on GitHubFix encoding corruption from AISHub secret/config wiring.Cursor Agent
  • dc0f69a0 on GitHubExpose AISHub as an optional ships-layer backup when AISStream is silent.Cursor Agent
  • 4c461a2c on GitHubWire Persian into Telegram OSINT translate labels and locale docs.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 window588
Merge commits removed−102
CI / dependency bots removed−12
Considered474

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python 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 BigBodyCobain/Shadowbroker

Scan another repository

Try