AI-Compass is a curated learning resource and technical guide covering the full AI stack, from LLMs and agents to reinforcement learning and RLHF. It provides structured paths and practical guidance for developers from beginner to advanced levels, aiming to bridge the gap between AI theory and real-world implementation.