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Default VPCs only have public subnets. Did you manually create private subnets?

Not me, but my coworkers did. So Pulumi doesn't look for NAT gateways or Internet Gateways in the routing tables in order to tell if it's public or private?

Not from the default VPC no, if you use getSubnets you can be more specific about the lookup 