AWS CloudFormation

Pulumi can prevent a lot in the program itself. But once it goes up, there could be additional issues. So one of the things that Pulumi has is this concept of outputs. And so let's say you're kind of creating a Lambda function behind an API gateway,. You can be very, very confident that the database URL is exactly what you need it to even if that changes for some reason.

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