In early 2025, Andrej Karpathy ignited a paradigm shift in software development with a single provocative directive: "fully give in to the vibes, embrace exponentials, and forget that the code even exists". This concept, rapidly coined as Vibe Coding, represents a departure from the rigid precision of traditional syntax authorship toward a fluid, intent-based workflow facilitated by large language models. Unlike earlier iterations of AI assistance that merely autocompleted lines, vibe coding allows developers—and arguably non-developers—to construct entire applications by describing their desires in natural language, relying on the AI to handle the underlying technical implementation.