AI Tools & Tool Calling - What should happen when a tool call returns an error?

Return the error message as the tool_result content so the model can observe it and decide how to adapt

Silently retry the tool call up to three times before informing the model

Throw an exception in the application to halt the agent loop immediately

Return an empty string so the model assumes the tool succeeded with no output