Getting Real With LLMs

Current Large Language Models excel at simple coding tasks with predictable outcomes and complex isolated projects, but struggle with real-world enterprise development where simple changes can have cascading effects across interconnected systems. Using a complexity versus side-effects matrix, engineers should focus on identifying tasks that fall into easily automated categories while developing strategies to reduce system coupling and better map dependencies for more challenging scenarios.