The definitive guide to inference engineering. Learn GPU hardware, CUDA kernels, model serving (vLLM, SGLang, TensorRT-LLM), quantization, speculative decoding, KV caching, and production autoscaling — with interactive diagrams, calculators, and quizzes. Based on the book by Philip Kiely (Baseten, 2026).