The emergence of vibe coding as a transformative philosophy in software engineering represents a fundamental departure from the traditional, syntax-heavy methodologies that have dominated the computing landscape for decades. Originally coined in February 2025 by Andrej Karpathy, the term characterises a paradigm where natural language serves as the primary interface for system architecture, allowing the developer, or in many emergent cases, the clinician, to act as a director