The AI Infra Dev study hall
Learn the systems.
Understand the tradeoffs.
Go deeper into the engineering behind AI. Courses built around first principles, working code, and experiments you can explain.
Explore the courses The course collection
01 course · growing over timeCourse 01 In development
Build an inference engine. Predict its bottlenecks. Measure what happens, from a single kernel to a distributed serving system.
Performance modelingGPU kernelsInference systems
- Learning path
- 8 projects
- Suggested pace
- 16 weeks
- Level
- Advanced
Qwen3 · 8B & 32BFrom kernels to systems
A living collection. The first course is being developed in the open; more subjects will follow.
What we’re building toward
More than a reading list.
A place to work things out.
Draft materials are available now. The online study experience will grow alongside the courses.
Read with context
Online chapters that bring explanations, code, and diagrams together.
Learn by experimenting
Guided labs to test a hypothesis and explore what changes the result.
Make the learning yours
A place for study notes, checkpoints, and the questions you want to revisit.