this post was submitted on 30 Jan 2026
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Abstraction is not very compatible with concurrency, so as well as your your beautiful abstract API, you also need some 'cut through the layers' functions to return the underlying classes you need to synchronise on. Now you have a right mess that's incredibly hard to understand, infuriating to debug, and impossible to refactor. Best you can do is put another layer of abstraction on top. Repeat every six months.
Pack it to lambda and name it microservice.