This blog post discusses the overlooked importance of algorithm selection in the context of using Large Language Models (LLMs) in software engineering. It critiques the current trend of leveraging LLMs primarily as coding assistants and advocates for deeper engagement with algorithm choices to maximize software performance. The author emphasizes that while LLMs can generate code efficiently, understanding and selecting the right algorithms is crucial for achieving optimal functionality.