We present Hayula, an integrated ecosystem for cybersecurity AI, multi-agent orchestration, and autonomous bug bounty operations—built entirely on a single Apple Mac Studio M2 Ultra workstation (192GB unified memory, $6,000 retail). The ecosystem comprises nine specialized 7B language models for security analysis, a hierarchical multi-agent framework with 21 agents across four functional divisions, an automated reconnaissance-to-submission pipeline targeting 23 HackerOne programs, and supporting
1@techreport{hayulalab2026hayulavision,
2 title={Hayula: The Complete Vision — Democratizing Cybersecurity AI on Commodity Hardware — Hayula Research},
3 author={Hayula AI Lab},
4 year={2026},
5 url={https://huggingface.co/hayulalab/hayula-vision-paper}
6}
