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there is an issue open to improve the experience around structured errors in automation API.

The http server examples (available most languages) have some examples of handling errors: <https://github.com/pulumi/automation-api-examples/blob/main/go/pulumi_over_http/main.go#L83>

Probably the best source for existing error handling is looking at the SDK for the language of your choice, but there are docs for these SDKs as well:

<https://github.com/pulumi/pulumi/blob/master/sdk/go/auto/errors.go>

<https://pkg.go.dev/github.com/pulumi/pulumi/sdk/v3/go/auto#IsCreateStack409Error>