The discipline of software engineering is currently navigating a violent paradigm shift. In early 2025, the cultural lexicon absorbed the concept of 'vibe coding,' a phrase minted to describe a novel, intuitive workflow where developers direct large language models (LLMs) via natural language, effectively abandoning the keyboard to let the model generate the underlying syntax. This approach was characterized by an embrace of 'exponentials' and a tendency to forget that the code even exists, relying entirely on the raw output of the prompt. By 2026, this capability expanded into 'vibe physics,' with models like Claude Opus 4.5 autonomously conducting graduate-level theoretical physics research through 52,000-message agentic loops. However, for weekend projects and rapid prototyping, this approach demonstrates the unreasonable effectiveness of generative models. But as these systems transition from conversational assistants to autonomous agents executing multi-step workflows in...
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