The Full Stack (fullstackdeeplearning.com) vs Prompt Engineering Institute

Lecture pages and resources covering prompt engineering, augmented language models, LLMOps, and language UI/UX.

Multi-year course content on infrastructure, data management, deployment, monitoring, and ML team organization.

Current material on collaborating with and building agent-based systems, including a perspective on multiplayer AI.

A maintained guide to cloud GPU options that helps teams choose compute for training and inference.

A self-paced introduction to AI foundations and prompt engineering, covering the generative AI lifecycle, model behaviour and practical prompting before moving on to advanced topics.

Hundreds of pieces organised into categories such as Prompt Engineering, LLMs & Models, RAG & Knowledge Systems and Agent Engineering, for targeted reading.

Practical frameworks and design patterns for building agentic workflows, including reliability, structured outputs, guardrails and verification strategies.

A paid membership tier adds deeper reports such as strategic guides to trend forecasting, labour-market analysis and enterprise AI transformation.