AI Engineering Orchestrator is a VS Code extension that adds an engineering layer to AI coding agents. It organizes development with specialized roles, reusable skills, smart context selection, token optimization, project memory, architecture planning, testing, security checks, and quality gates. The goal is simple: let AI write the code while the Orchestrator manages what it needs to know, how it should work, and how the result is validated.