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Scaling AI Systems

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1 · Throughput under limits

1Rate limits and quotas
2Concurrency and flow control
3Retries, backoff and overload
4Backpressure, load shedding and batching

2 · Latency, resilience and capacity

5Latency engineering for agents
Exercise answers
- Answer: Instrument and speed up a real agent turn
- Answer: When is speculation worth it?
6Response caching and failover
7Load testing and capacity planning

CapstoneMonth-end readiness for an agent fleet Reference implementation

Answers Lesson 5: Latency engineering for agents

Step-by-step answer

Core 75–90 min8 steps

Instrument and speed up a real agent turn

Back to the exercise

Previous answerA deferrable-work batch pipeline against a mock Next answer When is speculation worth it?

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