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Is A2A the replacement for connected agents in the new Foundry?

Dinakar 0 Reputation points
2026-02-02T15:25:05.2833333+00:00

Will A2A be the replacement for the connected agents feature in the new foundry since connected agents is removed in the new foundry?
Also is AI gateway mandatory for usage of A2A?
What are the other things required or mandatory to make use of the tool option A2A?

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  1. Paul Lo 6 Reputation points
    2026-03-08T09:52:36.0366667+00:00

    Workflow might be the available option at the moment for multi-agents.
    https://learn.microsoft.com/en-us/azure/foundry/agents/concepts/workflow

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  2. SRILAKSHMI C 15,030 Reputation points Microsoft External Staff Moderator
    2026-02-03T10:08:55.76+00:00

    Hello Dinakar,

    Welcome to Microsoft Q&A and Thank you for reaching out.

    The change from Connected Agents to A2A in the new Azure AI Foundry is a conceptual shift, not just a feature rename. Here’s how it all fits together.

    Is A2A the replacement for Connected Agents?

    Yes, functionally and directionally, A2A replaces Connected Agents, but it’s more than a like-for-like replacement.

    • Connected Agents (in the earlier Foundry experience) were a platform-specific, point-to-point feature that allowed one agent to directly invoke another inside Foundry.

    A2A (Agent-to-Agent) is a standardized protocol for agent communication. It enables agents to:

    Discover each other’s capabilities

      Communicate in a structured way
      
         Collaborate across services, runtimes, and even platforms
         
    

    So while Connected Agents have been removed from the new Foundry UI, A2A is the strategic successor, providing a more open, extensible, and future-proof way to build multi-agent systems.

    Connected Agents were a Foundry feature. A2A is an architectural standard.

    Is AI Gateway mandatory for using A2A?

    No, AI Gateway is not strictly mandatory, but it is recommended for most real-world and enterprise scenarios.

    You can use A2A without AI Gateway if:

    • Agents can reach each other over HTTP/HTTPS
    • Authentication and security are handled directly by your implementation

    AI Gateway becomes important when you need:

    • Centralized authentication and authorization
    • Governance, logging, and auditing
    • Policy enforcement (quotas, content filtering, routing)
    • A managed entry point for agent and tool traffic

    So, AI Gateway is not required to make A2A work

    AI Gateway is best practice for production, security, and governance

    What is required to use A2A?

    Core requirements

    To use A2A, you need:

    Agents that support the A2A protocol

    Agents exposed via reachable HTTP/HTTPS endpoints

    Proper authentication, typically:

    • Microsoft Entra ID (managed identity / app registration), or
    • API keys or another supported auth mechanism

    Agents publishing their Agent Card (capabilities and metadata)

    Without these, A2A communication cannot occur.

    Environment & configuration

    Correct networking configuration (VNet, firewall rules, outbound access)

    Required RBAC roles for agent identities to access:

    Azure OpenAI

      Other Azure AI services
      
         External tools or APIs
         
    

    AI Gateway for centralized governance

    Agent frameworks such as Semantic Kernel or LangChain

    Structured tool exposure (MCP, HTTP tools) for richer agent collaboration.

    Please refer this

    I Hope this helps. Do let me know if you have any further queries.


    If this answers your query, please do click Accept Answer and Yes for was this answer helpful.

    Thank you!


  3. Marcin Policht 82,360 Reputation points MVP Volunteer Moderator
    2026-02-03T00:47:04.9933333+00:00

    AFAIK, the information provided at https://learn.microsoft.com/en-us/answers/questions/5631003/new-ai-foundry-experience-no-more-connected-agents is still relevant - so it might be too early to consider A2A the replacement for Connected Agents. Regarding AI Gateway, I don't believe this is mandatory - although highly recommended as a governance layer for APIs and tools. For prerequisites, refer to https://learn.microsoft.com/en-us/azure/ai-foundry/agents/how-to/tools/agent-to-agent?view=foundry&pivots=python


    If the above response helps answer your question, remember to "Accept Answer" so that others in the community facing similar issues can easily find the solution. Your contribution is highly appreciated.

    hth

    Marcin


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