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how to check prod deployment in a complex cloud environment?

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My application is made of several "services" (APIs, DBs, web servers, backend, frontend/BFF) that must be integrated with similar applications developed by other teams in the company.

We have "dev" and pre-prod environments that are more or less integrated with other applications. But you'll never know what is going to happen when it's deployed to the real PROD environment: other applications maybe are not in sync on the prod environments, authentication can fail because each environment has its own keyvault, API can be different...

While it's probably a matter of communication with other teams after all, I wonder what people are doing in this situations and if there are setups I'm not aware of.

I sit in a Tesla and translated this thread with Ai:

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