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.

Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bug bounty, continuous monitoring, and CTF modes. Built with Go and 7+ native security tools.

01Result

Armur-Ai/Pentest-Swarm-AI ↗

Armur-Ai/Pentest-Swarm-AI AI coding statistics: 45.5%

of 413 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
45.5% agent · top contributor 97.3%4 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

188
agent commits
225
other considered commits
4
agent contributors
97.3%
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

188assisted
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
2026-034.1%74
2026-040%105
2026-050%41
2026-0688.2%17
2026-070%1
2026-0888.9%27
2026-0998.6%148

Peak month: 98.6%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic18845.5%

03Evidence

Inspect the matches

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

Matched commit samples

  • b08af4f5 on GitHubchore(release): 0.2.11 — quickstart onboarding + PDF/shareable reportsClaude Code
  • 824e63e1 on GitHubfeat(report): PDF export + self-contained shareable HTML reportClaude Code
  • 8e385d3c on GitHubfeat(cli): 'pentestswarm quickstart' — guided first-run onboardingClaude 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 window437
Merge commits removed−24
CI / dependency bots removed−0
Considered413

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 →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 Armur-Ai/Pentest-Swarm-AI

Scan another repository

Try