Deployment & Scaling · Foundation
Token Accounting, Context Budgets & Cost Control
Instrument tokens like you instrument CPU: measure per request, budget the context, then apply caching, routing, and batching.
- 35 min lesson
- intermediate level
- Engineering Track
- Narrated presentation
What you’ll learn
- Token counting and usage telemetry
- Context budgets per prompt section
- Prompt caching
- Model routing / cascades
- Batch APIs for offline workloads
- Cost attribution per tenant and feature
Inside this lesson
A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 4 videos. You answer as you go, and the platform checks your work.