Beyond the AI Gold Rush: How to Formalize AI Workflows in Enterprise Software Engineering The initial wave of generative AI in software engineering felt a lot like a modern gold rush. Eager to bypass boilerplate and smash through bugs, developers quietly adopted an ad-hoc “Shadow AI” approach by copying proprietary