6 How to be effective with AI as a Service
This chapter covers
- Structuring a serverless project for rapid and effective development
- Building a serverless continuous deployment pipeline
- Achieving observability with centralized, structured logs
- Monitoring serverless project metrics in production
- Understanding application behavior through distributed tracing
So far, we have built some very compelling AI-based serverless applications. With very little code, these systems have an extraordinary amount of capability. You might have observed, however, that our serverless AI applications have many moving parts. We have adhered to the single responsibility principle, ensuring that each application is composed of many small units, each with a dedicated ...
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