Full-stack execution, rapid prototyping, and minimal overhead. A one-person unit built for fast iteration from system design to final deployment. Specializing in end-to-end development, backend architecture, and functional AI/automation workflows. Built on the principle that zero coordination lag equals maximum velocity.