v0.2.23

Name: MMAudio
Author: hkchengrex

hkchengrex/MMAudiov0.2.23Sep 22, 2026by github-actions[bot]

Upgrading?

What changed from v0.2.22 → v0.2.23?What's new in v0.2.24 after v0.2.23?

AI Summary

Adds cross-finding kill-chain composition and reporting capabilities, along with new adapters for feroxbuster and wafw00f.

Key Highlights

Cross-finding kill-chain composer (T3.2)
Feroxbuster adapter for recursive content discovery
Wafw00f adapter for WAF detection

New Features

Cross-finding kill-chain composer
Cross-finding kill-chain reporting
Feroxbuster adapter
Wafw00f adapter

Full Release Notes

## Pentest Swarm AI v0.2.23

Install via Homebrew:
```
brew install Armur-Ai/tap/pentestswarm
```

Install via AUR (once submitted):
```
yay -S pentestswarm-bin
```

Run via Docker (16 security tools pre-installed):
```
docker run --rm ghcr.io/armur-ai/pentestswarm:v0.2.23 scan example.com
```

## Changelog
### Features
* ff435558ef4c049faaa7bdcdafc54aca461ecf4c: feat(exploit): T3.2 — cross-finding kill-chain composer (@AkhilSharma90)
* f0149dcbdea8d09cedefe790a9fb6b04477e0a9f: feat(report): T3.2 — surface cross-finding kill-chains in the report (@AkhilSharma90)
* 6ed6cede07d6fab728a722ddd6e1d371f70919cf: feat(tools): add feroxbuster adapter (fast recursive content discovery) (@chiliec)
* 939846b8ed58ff2079863e9abf237c7bd42784a5: feat(tools): add wafw00f adapter (WAF detection) (@chiliec)
### Docs
* 50e9c599921967304c78ba58199c3a79b4a47126: docs(roadmap): reflect shipped adaptive scoring + exploit-class coverage; add cross-engagement kill-chains (@AkhilSharma90)
### Other
* c9d51ba055a0c196f1415993ce7bccdd53a1b9ba: Merge pull request #72 from chiliec/feat/feroxbuster-adapter (@AkhilSharma90)
* 62cd7dc1859b9eb9fd7e0cc87ba158a8b12f46a2: Merge pull request #73 from chiliec/feat/wafw00f-adapter (@AkhilSharma90)
* 462a733180cbfa4e4464114409943a25efe976a5: chore(release): 0.2.23 — cross-finding kill-chains (T3.2) + wafw00f & feroxbuster adapters (@AkhilSharma90)

---
Full source: github.com/Armur-Ai/Pentest-Swarm-AI

Related Repositories

public-apis/public-apis★ 491,213

A collective list of free APIs

NousResearch/hermes-agent★ 256,078

The agent that grows with you

yt-dlp/yt-dlp★ 200,250

A feature-rich command-line audio/video downloader

microsoft/markitdown★ 191,556

Python tool for converting files and office documents to Markdown.

Significant-Gravitas/AutoGPT★ 187,699

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.