Advanced ~40 min
Scaling inference: the playbook at 10k, 100k, and 1M users
What breaks first, what to batch, and when to switch providers.
Scaling inference: the playbook at 10k, 100k, and 1M users
What breaks first, what to batch, and when to switch providers.
This lesson is part of Deploying AI at Scale on Scholarus AI.
What you'll learn
- Why this matters in practice, not just on paper
- The mental model that makes the rest of the topic click
- Concrete examples you can carry into your own work
- Common mistakes and how to spot them early
Outline
- The core idea
- Why it breaks in practice
- A worked example
- Trade-offs and alternatives
- How to apply this to your own work