The World Inside Out

"The Inside-Out World, or How to Become a Programmer Without Writing Code" is a book about how to replace a significant part of classical "algorithmic" programming with LLM-based tools. This is not a course on "how to use ChatGPT," but an engineering guide: what exactly neural networks do best (generation of structured text and code), where they make mistakes (context limitations, hallucinations), and how to build a working hybrid of LLM + algorithms for real-world tasks.