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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
Exercise answers
- Answer: Simulate a retry storm and stop it
- Answer: A circuit breaker with deadlines in front of a flaky mock
4Backpressure, load shedding and batching

2 · Latency, resilience and capacity

5Latency engineering for agents
6Response caching and failover
7Load testing and capacity planning

CapstoneMonth-end readiness for an agent fleet Reference implementation

Answers Lesson 3: Retries, backoff and overload

Step-by-step answer

Stretch 60–75 min7 steps

A circuit breaker with deadlines in front of a flaky mock

Back to the exercise

Previous answerSimulate a retry storm and stop it Next answer Simulate the month-end rush

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