This repository presents a structured guide on AI and large language models, covering their historical development from 1950 to 2025, prompt design techniques and frameworks, common usage pitfalls, and AI security considerations. The content addresses both foundational AI concepts and practical optimization strategies for working with modern LLMs including reasoning models.