v0.2.27
Armur-Ai/Pentest-Swarm-AIv0.2.27Sep 27, 2026by github-actions[bot]
Upgrading?
AI Summary
Introduces 'Chain Forge,' a new feature to draft exploit chains from advisories in a provider-agnostic manner. It also adds support for the Muse Spark LLM provider (Meta Model API).
Key Highlights
- Chain Forge: Draft exploit chains from security advisories.
- Provider-agnostic chain drafting system.
- New Muse Spark LLM provider (Meta Model API, OpenAI-compatible).
- Enhanced documentation and UI updates for Chain Forge.
New Features
- Chain Forge (advisory to exploit chain)
- Muse Spark LLM provider
- Provider-agnostic chain drafting
- Chain Forge documentation and UI updates
Full Release Notes
## Pentest Swarm AI v0.2.27 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:v0.2.27 scan example.com ``` ## Changelog ### Features * f6110248ad89f915339205259347b30642b0e6fb: feat(chains): Chain Forge — draft exploit chains from an advisory (provider-agnostic) (@AkhilSharma90) * b4d4763d0b61086f70032c8af6b00e11420942f8: feat(llm): add Muse Spark provider (Meta Model API, OpenAI-compatible) (@AkhilSharma90) ### Other * c5fda357423d37a8f031275486e9221a23110e32: chore(release): 0.2.27 — Chain Forge (advisory → exploit chain) + Muse Spark provider (@AkhilSharma90) * ccf50e4ff69f2866111de5bdc3ba313049390b72: docs+ui: Chain Forge docs + Muse Spark in launcher/README (@AkhilSharma90) --- Full source: github.com/Armur-Ai/Pentest-Swarm-AI
Related Repositories
ollama/ollama★ 184,217
Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
fatedier/frp★ 110,057
A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.
infiniflow/ragflow★ 92,618
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
gohugoio/hugo★ 90,198
The world’s fastest framework for building websites.
junegunn/fzf★ 83,715
:cherry_blossom: A command-line fuzzy finder