A new open-source repository provides free, framework-free Google Colab notebooks to help developers master practical AI engineering skills like RAG, agent design, and LLMOps. Powered by the free Groq API, these hands-on tutorials offer a comprehensive, code-first approach for building modern AI applications without relying on heavy abstractions.