How is this a problem?

The current implementation of A2A (Agent-to-Agent) remote agents is rigid when it comes to hierarchical composition.

Currently, A2A remote agents cannot natively carry or function as sub_agents directly. To incorporate a remote agent into a workflow, I am forced to convert it into an Agent Tool and then attach that tool to a local agent.

This creates significant friction and boilerplate code because:

1. I cannot define a remote agent that inherently orchestrates its own sub_agents transparently to the caller.
2. To consume a remote agent, I must repeatedly wrap it in an adapter/tool definition (to_a2a -> convert to tool -> add to agent), rather than simply declaring it as a sub-agent in the list.

A possible solution

I would like A2A Remote Agents to be treated as first-class citizens in the agent hierarchy.

1. Remote Sub-Agent Support: I should be able to pass a reference to a Remote Agent directly into the sub_agents list of a parent Agent, without wrapping it as a Tool first.
2. Nested Orchestration: A Remote Agent should be able to encapsulate its own sub_agents logic internally, exposing only the high-level interface to the parent agent via A2A.

Desired Syntax (Pseudo-code):

math_agent(
 name='Add_Agent',
)

a2a_app = to_a2a(math_agent, port=8015, host='add-agent')

# Ideally, I want to do this:
remote_add_agent = RemoteA2AAgent(
# only adding what is necessary for now
 agent_card=(
        f"http://localhost:8015/{AGENT_CARD_WELL_KNOWN_PATH}"
    )
)

# Direct inclusion in sub_agents list
root_agent = Agent(
    name='MasterOrchestrator',
    sub_agents=[
        local_agent_1,
        remote_add_agent, # <--- Should work directly without tool conversion
        local_agent_2
    ]
)

Describe alternatives you've considered

Currently, I am forced to use the following workaround for every single remote integration:

1. Define the remote agent.
2. Convert the remote agent into a "Tool".
3. Create a "Caller Agent" whose only job is to hold that tool.
4. Add the Caller Agent to the orchestration.

This results in excessive wrapper code and makes the to_a2a deployment process tedious, as shown below:

# Current frustrating workflow
remote_app = RemoteA2AAgent(
# only adding what is necessary for now
 agent_card=(
        f"http://localhost:8015/{AGENT_CARD_WELL_KNOWN_PATH}"
    )
)

# I have to manually wrap this as a tool every time I want to use it elsewhere
math_tool = AgentTool(agent=remote_app) 

# And then attach it to yet another agent
add_agent = Agent(tools=[math_tool])