Engineering Studio AI: X Studio X

Engineering Studio AI (X Studio X) is a prototype multi-agent engineering platform that models key aspects of an engineering organization through coordinated AI agents. Rather than relying on a single model, specialized agents collaborate across the entire development lifecycle—from research, planning, and architecture to scaffolding, implementation, code review, testing, security, documentation, and deployment. Shared engineering standards, governance, and guardrails—including SOLID principles, NASA's Power of Ten, Git integration, virtual environment management, CVE detection and mitigation, linting, and validation pipelines—help improve consistency, traceability, and reduce hallucinations. Every stage of the workflow is visible, allowing users to follow how decisions are made. The result is a generated engineering project, packaged with supporting artifacts and a live simulation based on the user's prompt. As an early prototype, the focus is demonstrating the orchestration architecture rather than claiming perfect accuracy or autonomy.