How to effectively use LLMs for coding?

In his article, Simon Willison explores how large language models (LLMs) can be used for coding. He discusses several specific applications of LLMs in the programming context, marking an exciting advancement in information technology. Willison points out that LLMs can assist developers in writing code, debugging, and creating documentation, thereby significantly increasing productivity. The use of these models isn't limited to just code generation but also includes analyzing existing code snippets, which can expedite the process of implementing fixes. He emphasizes the necessity for appropriate training data and human oversight to ensure that the use of LLMs is effective and safe for programmers, as well as for end users of software. In conclusion, Willison highlights that as LLMs continue to evolve, we can expect even greater integration of these tools into the daily lives of developers, opening up new possibilities in software creation.