The Linda program builder is a tool that helps make parallel programming easier by handling a lot of the behind-the-scenes work. It creates a database that describes the program, which can then be used to optimize the code, visualize the program, and assist with other tasks. The tool is user-friendly and provides frameworks for building programs in a more efficient way. It offers a different approach to traditional programming languages.