A practical, in-depth path into Generative AI — from the foundational ideas to the engineering disciplines that turn an LLM demo into a product.
Two guides, sequenced as a learning ladder. Start with the basics if you want the concepts and intuition. Move to the LLM guide when you're ready to build, measure, cost, and secure real LLM applications.
Foundational concepts of Generative AI — what these models are, how they work, and the mental models you need before you start building.
Building applications on LLMs across four pillars: application layer, evaluation, token economics, and trust — plus the model layer (fine-tuning, alignment, serving).