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, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.

01Result

samugit83/redamon ↗

samugit83/redamon AI coding statistics: 14%

of 1,002 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
14% agent · top contributor 87.1%6 contributors
individual

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

140
agent commits
862
other considered commits
6
agent contributors
87.1%
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

140assisted
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
2026-022.5%80
2026-033.4%149
2026-0410.2%98
2026-0520.7%87
2026-0651.2%43
2026-0725.9%170
2026-080%252
2026-0931.7%123

Peak month: 51.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic14014%

03Evidence

Inspect the matches

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

Matched commit samples

  • 87457f7c on GitHubdocs: point the wiki submodule at the agent-onboarding pageClaude Code
  • 0b09b9be on GitHubfeat(mcp): agent onboarding, a kali:exec shell, and 6.16.0 release notesClaude Code
  • c0f621c8 on GitHubfix(e2e): the docs-shot spec had stopped finding the MCP Server tabClaude 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 window1,064
Merge commits removed−62
CI / dependency bots removed−0
Considered1,002

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 →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 samugit83/redamon

Scan another repository

Try