How do you scale agent traffic?
Practice this question- Estimate provider/tool call amplification, use admission controls and tenant quotas, isolate background work, and scale workers to real dependency capacity.
- More API replicas do not remove provider token limits or serialize conflicting thread updates automatically.
Adapted from 13_AI.MD · “29.21 AI system design”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.