ENGINEERING PRACTICES FOR LLM APPLICATION DEVELOPMENT

Summary from the TLDR Web Dev newsletter

It’s important to have automated testing, refactoring of prompts, and defending against adversarial attacks to ensure the reliability and security of LLM applications. This article demonstrates the necessity of thoughtful prompt design, ethical considerations, and incorporating feedback early in the development process through examples and discussions. Like with all development, a lot of core software principles still apply to LLM applications.