Where to start, and why
Focused routes through the course collection, depending on what you are trying to do. Nothing is locked — take any course in any order. These are suggestions with reasoning attached, not prerequisites.
AI-Assisted Development
2 courses · 2h 11mUse AI in everyday software work while keeping your reasoning and coding skills active.
Learn prompting foundations, then apply focused AI assistance to implementation, debugging, and independent code review.
See the routeApplied LLM Engineering
3 courses · 1h 42mGet useful, reliable output out of a language model, then put it into production.
Start with prompting, then learn to retrieve and evaluate evidence with RAG before adding agent orchestration.
See the routeAgentic Systems
3 courses · 34 minBuild systems that plan, call tools, and recover from their own mistakes.
A route through the underlying foundations: prompting, then orchestration, then the architecture underneath so failures are diagnosable rather than mysterious.
See the routeAI Safety & Governance
2 courses · 26 minShip models responsibly, and be able to say why your system behaves as it does.
Deliberately short. You need enough hands-on understanding to know what you are governing, and then the governance itself — not a full engineering path first.
See the route