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From looking at the docs, it seems that moving infra between stacks is possible, but complicated. I am going to try to create a new VPC in a infra_base stack and then update my service to use the new VPC. Hopefully this approach will work

Yeah, moving infrastructure between stacks isn’t as smooth of a process as we’d like it to be. You can try a combination of

pulumi import

(to import stuff into a new stack) and

pulumi state delete

(to remove it from the old stack), if you’d like.