Software engineering is moving toward AI-native workflows to automate repetitive coding tasks. These processes integrate LLMs directly into the development lifecycle rather than treating them as external plugins. This shift prioritizes automated refactoring and rapid prototyping. Developers must now adapt to supervising AI outputs instead of writing every line of boilerplate code manually.