Chapter 4
Production Deployment
The gap between a working demo and a production agent is where most teams fail. This chapter covers everything you need to ship agents that are reliable, observable, and cost-effective at scale.
What you'll learn
- Error handling strategies — retries, circuit breakers, graceful degradation
- Structured logging and observability for agent systems
- Cost management and token optimization
- Rate limiting and API quota management
- Scaling patterns — horizontal scaling, queue-based processing
- Testing strategies for non-deterministic systems
- Monitoring, alerting, and incident response
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