[BREAKING] Python: Add factory pattern to handoff orchestration builder

python/packages/core/agent_framework/_workflows/_agent_executor.py

@@ -105,6 +105,11 @@ def workflow_output_types(self) -> list[type[Any]]:
             return [AgentRunResponse]
         return []
 
+    @property
+    def description(self) -> str | None:
+        """Get the description of the underlying agent."""
+        return self._agent.description
+
     @handler
     async def run(
         self, request: AgentExecutorRequest, ctx: WorkflowContext[AgentExecutorResponse, AgentRunResponse]

python/packages/core/agent_framework/_workflows/_participant_utils.py

@@ -47,15 +47,13 @@ def wrap_participant(participant: AgentProtocol | Executor, *, executor_id: str
     """Represent `participant` as an `Executor`."""
     if isinstance(participant, Executor):
         return participant
+
     if not isinstance(participant, AgentProtocol):
         raise TypeError(
             f"Participants must implement AgentProtocol or be Executor instances. Got {type(participant).__name__}."
         )
-    name = getattr(participant, "name", None)
-    if executor_id is None:
-        if not name:
-            raise ValueError("Agent participants must expose a stable 'name' attribute.")
-        executor_id = str(name)
+
+    executor_id = executor_id or participant.display_name
     return AgentExecutor(participant, id=executor_id)
 
 

python/packages/core/agent_framework/_workflows/_sequential.py

@@ -154,6 +154,9 @@ def register_participants(
                 "Cannot mix .participants([...]) and .register_participants() in the same builder instance."
             )
 
+        if self._participant_factories:
+            raise ValueError("register_participants() has already been called on this builder instance.")
+
         if not participant_factories:
             raise ValueError("participant_factories cannot be empty")
 
@@ -171,6 +174,9 @@ def participants(self, participants: Sequence[AgentProtocol | Executor]) -> "Seq
                 "Cannot mix .participants([...]) and .register_participants() in the same builder instance."
             )
 
+        if self._participants:
+            raise ValueError("participants() has already been called on this builder instance.")
+
         if not participants:
             raise ValueError("participants cannot be empty")
 

python/packages/core/agent_framework/openai/_chat_client.py

@@ -162,6 +162,7 @@ def _prepare_options(self, messages: MutableSequence[ChatMessage], chat_options:
             exclude={
                 "type",
                 "instructions",  # included as system message
+                "allow_multiple_tool_calls",  # handled separately
             }
         )
 
@@ -174,6 +175,8 @@ def _prepare_options(self, messages: MutableSequence[ChatMessage], chat_options:
             if web_search_options:
                 options_dict["web_search_options"] = web_search_options
             options_dict["tools"] = self._chat_to_tool_spec(chat_options.tools)
+        if chat_options.allow_multiple_tool_calls is not None:
+            options_dict["parallel_tool_calls"] = chat_options.allow_multiple_tool_calls
         if not options_dict.get("tools", None):
             options_dict.pop("tools", None)
             options_dict.pop("parallel_tool_calls", None)