Python: .NET : Python : Add DeepAgent Extension to Microsoft Agentic Framework

[droideronline]

Add a DeepAgent type to the Agentic Framework - a higher-order agent with built-in support for planning, memory, sub-agent orchestration, and iterative reasoning, similar in simplicity to ChatAgent but designed for long-horizon, context-rich workflows.

Proposed Capabilities

• Planning & Decomposition: automatic multi-step task planning
• Context & Memory: persistent or external memory integration
• Sub-Agent Orchestration: spawn and coordinate specialized agents
• Reflection & Iteration: feedback-driven refinement of outputs

[ekzhu]

Thanks for the issue, I think it is interesting, though the issue itself is very generic. I am converting this into a discussion post.

Have you looked into the workflow API?

[droideronline]

Hi @ekzhu ,
Yes, I have an understanding of the Workflow API, thank you.
I might have missed a few details, but I was wondering if we could create a concrete agent implementation for Deep Agents—similar to the ChatAgent—based on the concept from LangChain Deep Agents
We could explore developing this as an extension: an agent capable of spawning sub-agents, with built-in access to a basic toolset and the filesystem.