Lit: Version control where prompts are the source of truth (clintonboys.com)

A new version control system called "lit" has been introduced, designed to treat prompts given to large language models (LLMs) as the primary source of truth for software projects, with generated code as secondary artifacts. This innovative approach aims to address accountability in code generation by formally linking developer intent (encoded in prompts) with the resulting code. By establishing a dependency graph between prompts, "lit" allows for reproducible code generation and maintenance, making it easier for teams to manage changes and understand project specifications over time. The significance of "lit" lies in its potential to streamline development workflows by capturing the dynamic nature of code generation. It features a "lockdir" for storing generated code, which simplifies dependency management and reduces costs associated with LLM token usage. Furthermore, adding methods for prompt-driven changes and maintaining documentation, lit not only enhances collaboration among programmers but also transforms the way code reviews and maintenance are approached. While still a proof-of-concept, lit provides valuable insights into the future of coding practices combining AI with traditional version control methodologies.