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Course overview

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
6Response caching and failover
7Load testing and capacity planning
Exercise answers
- Answer: Load test a fleet slice against a mock
- Answer: Write a capacity plan for doubling the fleet

CapstoneMonth-end readiness for an agent fleet Reference implementation

Answers Lesson 7: Load testing and capacity planning

Step-by-step answer

Core 90–120 min8 steps

Load test a fleet slice against a mock

Back to the exercise

Previous answerSimulate failover with a cold cache Next answer Write a capacity plan for doubling the fleet

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