Startup in a box

Autonomous Startup-in-a-Box: Six AI Agents Building Companies at GPU Speed Autonomous Startup-in-a-Box is a multi-agent AI system that transforms simple one-sentence startup ideas into fully validated business plans with functional landing pages in seconds. Powered by AMD ROCm, it orchestrates six specialized AI agents that work in parallel rather than sequentially. The Six Agents: CEO Agent – Crafts strategic vision and breaks down concepts into actionable tasks PM Agent– Structures product roadmap and defines MVP scope Engineer Agent– Generates tech stack recommendations and production-ready code Marketer Agent– Builds go-to-market strategies, audience profiles, and ad copy Finance Agent – Models revenue streams, costs, and business viability Critic Agent– Challenges assumptions, identifies risks, and forces iteration The Hardware Advantage: The dashboard features a "Hardware Drag Race" benchmark that visually demonstrates why GPU acceleration matters. Standard CPUs choke generating a single agent's output, while AMD Instinct GPUs execute all six agents simultaneously. Using Qwen-72B/Llama-3 with vLLM serving on AMD Developer Cloud infrastructure, the system delivers in under 10 seconds: market validation, competitive analysis, feature breakdown, backend/frontend architecture, go-to-market strategy, financial projections, risk assessment, and a fully rendered, functional landing page. Why It Matters: This proves that open-source models on AMD hardware can power enterprise-grade multi-agent workflows cost-effectively. It's a demonstration that true hardware-accelerated concurrency—not just faster inference—unlocks entirely new possibilities for agentic AI systems. Built With:FastAPI | CrewAI/AutoGen | React + Tailwind | AMD ROCm