This repository provides a series of puzzles designed to teach programmers how to use Triton, an open-source language for GPU and accelerator programming used in modern AI systems. Learners progress from trivial examples to real algorithms including Flash Attention and quantized neural networks. The puzzles run via a Triton interpreter and do not require GPU hardware.