References

openai_agents: https://developers.openai.com/api/docs/guides/agents
openai_handoffs: https://openai.github.io/openai-agents-python/handoffs/
openai_tools: https://openai.github.io/openai-agents-python/tools/
langchain_multi: https://docs.langchain.com/oss/python/langchain/multi-agent
langchain_handoffs: https://docs.langchain.com/oss/python/langchain/multi-agent/handoffs
google_adk_patterns: https://developers.googleblog.com/developers-guide-to-multi-agent-patterns-in-adk/
google_arch_patterns: https://docs.cloud.google.com/architecture/choose-design-pattern-agentic-ai-system
autogen_patterns: https://microsoft.github.io/autogen/0.2/docs/tutorial/conversation-patterns/
autogen_group: https://microsoft.github.io/autogen/stable/user-guide/core-user-guide/design-patterns/group-chat.html
microsoft_framework: https://learn.microsoft.com/en-us/agent-framework/overview/
mcp_spec: https://modelcontextprotocol.io/specification/2025-06-18
mcp_tools: https://modelcontextprotocol.io/specification/2025-06-18/server/tools
a2a_docs: https://a2a-protocol.org/latest/
a2a_google: https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability/
agent_client_protocol: https://agentclientprotocol.com/get-started/introduction
survey_comm: https://arxiv.org/html/2502.14321v2
survey_llm_mas: https://arxiv.org/html/2412.17481v2
moa: https://arxiv.org/abs/2406.04692
agentask: https://arxiv.org/html/2510.07593v1
generative_agents: https://arxiv.org/abs/2304.03442
marl_ctde_intro: https://arxiv.org/abs/2409.03052
marl_survey: https://arxiv.org/abs/2405.06161v2/
organizational_paradigms: https://dl.acm.org/doi/abs/10.1017/s0269888905000317