WHAT I'M FINDING ABOUT LLM CODE STYLE AND TOKEN COSTS

Summary from the TLDR newsletter

Large language models will code from scratch unless you explicitly tell them about existing functionalities. They don't know to use existing code unless you tell them to. Letting them know what already exists can result in significant token savings. It can also help remove entire categories of security and reliability issues.