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Treat serverless like another thing in your toolbelt. With Zappa, Julia, Jets, or any other platform that lets you use classical web server code to host a Lambda with API Gateway, you're getting the flexibility to inexpensively deploy new services and evaluate their utility ahead of having to go through the full exercise of productionalizing a service, purchasing reserved instances, or any of the other heavyweight stuff you may normally associate with rolling out a service.

I'd also like to point out that Lambda is a serverless option. Fargate is another. I've worked with infrastructures that use ECS + Fargate in cases where a real long-running server is a better spend than millions of lambda invocations. In other words, there's definitely a right-tool-for-the-job consideration to be had here.

Working with new tech is always a learning experience, and it's nice to see concrete numbers about what was learned.



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