Programming competitions involve creating algorithms to solve problems rather than providing one-word answers like in trivia competitions. The founder created the Algorithm Programming High School to maximize exposure to the field for interested students. The blueprint recommends committing to mastering a programming language through courses, setting up an IDE development environment, solving simple posted problems to get practice, and committing 10,000 hours to master the skill of algorithm programming.