LangGraph agent strategy error messages now include the exception type, and the `'str' object has no attribute 'model_dump'` failure (issue #3897) is translated into a rich on-result-page recommendation listing the three possible causes — proxy/shim, serving stack, or model — with concrete remediation steps for each.
