v0.2.20
gohugoio/hugov0.2.20Sep 22, 2026by github-actions[bot]
Upgrading?
AI Summary
Implements a real adaptive attack-path loop and multi-path generation to dynamically score and execute attack strategies.
Key Highlights
- Real adaptive attack-path loop (AP0)
- Multi-path generation (AP1) for ranking candidate strategies
New Features
- Real adaptive attack-path loop
- Multi-path generation
Full Release Notes
## Pentest Swarm AI v0.2.20 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:v0.2.20 scan example.com ``` ## Changelog ### Features * 2c46dd02a2938b97bb27925a3087a88537f90a92: feat(exploit): AP1 — multi-path generation (distinct candidate strategies to rank) (@AkhilSharma90) * eca05880f93c32a16f527b9ac66bbb2bb1f37cd0: feat(swarm): AP0 real adaptive loop — score→execute→grade pheromone→re-score→next-best (@AkhilSharma90) ### Other * 1e5057e4ce778cd6f6e91c735e01fa50a8921ab0: chore(release): 0.2.20 — adaptive attack-path loop (AP0) + multi-path generation (AP1) (@AkhilSharma90) --- Full source: github.com/Armur-Ai/Pentest-Swarm-AI
Related Repositories
ollama/ollama★ 184,215
Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
fatedier/frp★ 110,053
A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.
infiniflow/ragflow★ 92,614
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
junegunn/fzf★ 83,715
:cherry_blossom: A command-line fuzzy finder
caddyserver/caddy★ 78,239
Fast and extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS