Guides
Deep dives into AI concepts and workflows. Each guide is standalone, thorough, and written to stay useful.
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How Large Language Models Work
A practical, math-free guide to how LLMs work. Tokenization, embeddings, transformer processing, and next-token prediction. Learn why prompts matter, context windows exist, and models hallucinate.
llmsaimachine-learning
Prompt Engineering Complete Guide
A complete guide to prompting. Why it's structured thinking, the three components of a good prompt, common mistakes, and advanced techniques like chain of thought and few-shot learning.
prompt-engineeringaiproductivity
Getting Started with Prompting
A practical guide to writing prompts that get better results. Learn the fundamentals of prompt engineering.
promptingbasicsai