Engineering Studio AI Multi-Agent Design System

**Engineering Studio AI — X Studio X** is an end-to-end multi-agent engineering platform that transforms product briefs into coordinated engineering packages in minutes. The system orchestrates **11 specialized AI agents** across research, mechanical and electrical engineering, firmware, simulation, cost/business/legal analysis, technical review, adversarial testing, exploratory QA, validation, and final quality gating. Rather than simply generating isolated outputs, X Studio X follows a structured engineering lifecycle: **Generate → Simulate → Review → Challenge → Validate → Reconcile → Deliver** Agents work independently and in parallel where appropriate, while dedicated review and validation agents challenge assumptions, identify failure modes, reconcile cross-disciplinary inconsistencies, and verify outputs against project requirements. Generated artifacts can include Bills of Materials, component selections, electrical schematics, source code, mechanical/CAD specifications, simulation results, cost analyses, compliance reports, and verification and validation results. We also built a **CI/CD Dashboard entirely with native.builder**, integrating GitHub OAuth 2.0, workflow monitoring, build/deployment status, and a Supabase backend. Together, this creates a pipeline from: **Product Brief → Engineering Artifacts → V&V → GitHub → CI/CD** Both applications are deployed on Render for live judge evaluation. **Stack:** Python, FastAPI, Fireworks AI, native.builder, React, Supabase, GitHub OAuth, Docker, and Render. X Studio X treats AI engineering as a **systems-engineering and orchestration problem**, demonstrating how specialized agents can function as a coordinated virtual engineering organization rather than a single AI assistant.