You'll notice
SDK structured-output retry errors now show the actual validation failure instead of a generic message.
When an SDK-driven structured-output query exhausts its retries, the error message now includes the specific validation error from the last attempt, falling back to the previous generic "Failed to provide valid structured output after maximum retries" message only when no specific error is available.