Hi, We have recently converted our service connections to federated model after which the pipeline is failing on refresh pulumi stack step with an error that its unable to obtain the subscription. What code changes are required for this work to with federated model on pulumi?

Since you mention subscription I'm assuming you're using Pulumi with Azure. Please look at Configuring OpenID Connect for Azure and ensure you've added federated credentials for all the subjects identifiers required.