How to Program and Build Companies with AI
A short introduction to large language models. Getting started (zero shot prompting, few shot prompting, prompt engineering, tools, agents, RAG, fine tuning). Existing tooling in the marketplace (ChatGPT, Claude, Cursor, LangChain etc.). Experience from building 3 full stack generative AI projects (a chatbot to help students with learning, a therapy assistant, natural language to SQL) do's and don't, system design and execution. Working at Gumloop, and what users can accomplish.