git clone https://github.com/stuxlabs/awe.git
cd awe
cp .env.example .env 
docker compose up --build

./run-docker.sh <target> --auto    # intelligent orchestration
./run-docker.sh <target> --xss     
./run-docker.sh <target> --sqli    

src/
├── orchestrators/          # LLM-driven agent coordination
├── xss_agent/              # Context-aware XSS pipeline
├── sqli_agent/             # Database fingerprinting + injection
├── ssti_agent/             # Template engine detection
├── xxe_agent/              # XML external entity
├── command_injection_agent/
├── lfi_agent/
├── ssrf_agent/
├── idor_agent/
└── utils/                  # Memory system, browser verification

@article{jaswal2026awe,
  title={AWE: Adaptive Agents for Dynamic Web Penetration Testing},
  author={Jaswal, Akshat Singh and Baghel, Ashish},
  journal={arXiv preprint arXiv:2603.00960},
  year={2026}
}