fix: llm_start/_end not firing on Runner.run

- added run hooks handling with agent hooks

Author: erikanstine

src/agents/run.py

@@ -994,10 +994,16 @@ async def _run_single_turn_streamed(
         )
 
         # Call hook just before the model is invoked, with the correct system_prompt.
-        if agent.hooks:
-            await agent.hooks.on_llm_start(
-                context_wrapper, agent, filtered.instructions, filtered.input
-            )
+        await asyncio.gather(
+            hooks.on_llm_start(context_wrapper, agent, filtered.instructions, filtered.input),
+            (
+                agent.hooks.on_llm_start(
+                    context_wrapper, agent, filtered.instructions, filtered.input
+                )
+                if agent.hooks
+                else _coro.noop_coroutine()
+            ),
+        )
 
         # 1. Stream the output events
         async for event in model.stream_response(
@@ -1056,8 +1062,15 @@ async def _run_single_turn_streamed(
             streamed_result._event_queue.put_nowait(RawResponsesStreamEvent(data=event))
 
         # Call hook just after the model response is finalized.
-        if agent.hooks and final_response is not None:
-            await agent.hooks.on_llm_end(context_wrapper, agent, final_response)
+        if final_response is not None:
+            await asyncio.gather(
+                (
+                    agent.hooks.on_llm_end(context_wrapper, agent, final_response)
+                    if agent.hooks
+                    else _coro.noop_coroutine()
+                ),
+                hooks.on_llm_end(context_wrapper, agent, final_response)
+            )
 
         # 2. At this point, the streaming is complete for this turn of the agent loop.
         if not final_response:
@@ -1150,6 +1163,7 @@ async def _run_single_turn(
             output_schema,
             all_tools,
             handoffs,
+            hooks,
             context_wrapper,
             run_config,
             tool_use_tracker,
@@ -1345,6 +1359,7 @@ async def _get_new_response(
         output_schema: AgentOutputSchemaBase | None,
         all_tools: list[Tool],
         handoffs: list[Handoff],
+        hooks: RunHooks[TContext],
         context_wrapper: RunContextWrapper[TContext],
         run_config: RunConfig,
         tool_use_tracker: AgentToolUseTracker,
@@ -1364,14 +1379,21 @@ async def _get_new_response(
         model = cls._get_model(agent, run_config)
         model_settings = agent.model_settings.resolve(run_config.model_settings)
         model_settings = RunImpl.maybe_reset_tool_choice(agent, tool_use_tracker, model_settings)
-        # If the agent has hooks, we need to call them before and after the LLM call
-        if agent.hooks:
-            await agent.hooks.on_llm_start(
-                context_wrapper,
-                agent,
-                filtered.instructions,  # Use filtered instructions
-                filtered.input,  # Use filtered input
-            )
+
+        # If we have run hooks, or if the agent has hooks, we need to call them before the LLM call
+        await asyncio.gather(
+            hooks.on_llm_start(context_wrapper, agent, filtered.instructions, filtered.input),
+            (
+                agent.hooks.on_llm_start(
+                    context_wrapper,
+                    agent,
+                    filtered.instructions,  # Use filtered instructions
+                    filtered.input,  # Use filtered input
+                )
+                if agent.hooks
+                else _coro.noop_coroutine()
+            ),
+        )
 
         new_response = await model.get_response(
             system_instructions=filtered.instructions,
@@ -1387,9 +1409,15 @@ async def _get_new_response(
             conversation_id=conversation_id,
             prompt=prompt_config,
         )
-        # If the agent has hooks, we need to call them after the LLM call
-        if agent.hooks:
-            await agent.hooks.on_llm_end(context_wrapper, agent, new_response)
+        # If we have run hooks, or if the agent has hooks, we need to call them after the LLM call
+        await asyncio.gather(
+            (
+                agent.hooks.on_llm_end(context_wrapper, agent, new_response)
+                if agent.hooks
+                else _coro.noop_coroutine()
+            ),
+            hooks.on_llm_end(context_wrapper, agent, new_response)
+        )
 
         context_wrapper.usage.add(new_response.usage)