Experienced engineers now face a surge in demand to refactor "AI slop" into production-ready software. While OpenAI popularized vibe coding, the resulting prototypes often lack stability. This creates a specialized market for cleaning machine-generated code. Practitioners must now pivot from pure creation to rigorous auditing to ensure enterprise-grade reliability in LLM-assisted workflows.