Experienced engineers are now specializing in "slop refactoring" to convert AI-generated prototypes into production-ready software. While predictions suggested AI would replace developers, it instead created a niche for cleaning up low-quality code. This shift prioritizes architectural oversight over raw synthesis. Practitioners must now pivot from writing code to auditing OpenAI-driven outputs.