Gauntlet Loop — The Greatest Spell in the Muggle World

In this Habr article, the author introduces the 'Gauntlet Loop' concept, a methodology that allows average AI users to achieve results comparable to professional multi-agent systems. The core idea is to create iterative processes for solving practical tasks, such as developing computer games, building useful applications, or creating high-quality presentations—areas where standard prompts often fall short. The author emphasizes that one does not need to be an expert in system design to leverage AI effectively for these projects. Additionally, the material covers an educational component, inviting readers to explore the basics of linear algebra, including matrices and linear operators. The article is aimed at those who want to improve the quality of their generative content and better understand the mathematical foundations behind modern technologies, making complex tools accessible to a wider audience.