ROADMAP TIER · 4 PATHS · ~35H TOTAL
AI engineering
For engineers running AI in the real world. The trade-offs and the day-to-day of keeping it live.
advanced·~8h
Prompt vs RAG vs Fine-tune
The decision matrix. When each one wins, the cost-quality-latency triangle, the no-regret defaults.
Openadvanced·~9h
Multi-Agent Systems
When more AI specialists help — and when they're just for show. The pattern behind a team of AI working together.
Openadvanced·~8h
Evaluation & Measurement
How do you know your AI got better? Build an eval set. Make it the source of truth.
Openadvanced·~10h
AI Ops
Run AI in the real world: keeping it fast, affordable, reliable, and watched — the things nobody warns you about.
Open