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​ This episode of Armchair Architects, featuring Uli, Eric, and David, focuses on the integration of AI agents within enterprise environments. The discussion explores how to connect, govern, and secure multiple agents, emphasizing protocols, identity management, and practical frameworks for architecting safe and effective agent-based systems.
Three Important Things You Will Learn
– Agent Identity Management: Why traditional human-centric identity systems are insufficient for agents, and how tailored agent identity solutions improve security and control.
– Protocols for Integration: The role of Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication in enabling agents to interact safely and effectively, including architectural decisions around guardrails and business logic.
– Best Practices for Agent Design: The importance of building agents with limited, well-defined scopes, implementing least privilege, and using observability tools like OpenTelemetry for monitoring and safety.
Recommended Next Steps
– Evaluate Agent Use Cases: Assess whether your business problem truly requires an agent, and define its scope and success metrics.
– Implement Secure Identity and Protocols: Adopt agent-specific identity solutions and integration protocols (MCP, A2A) with strong authorization and minimal privilege.
– Plan for Observability and Safe Deployment: Instrument agents with OpenTelemetry, use ring releases or canary deployments, and monitor cost, performance, and safety before scaling.
Resources
– Build Agents using Model Context Protocol on Azure https://learn.microsoft.com/azure/developer/ai/intro-agents-mcp
– Introduction to Application Insights – OpenTelemetry observability https://learn.microsoft.com/azure/azure-monitor/app/app-insights-overview
– Microsoft Entra https://learn.microsoft.com/entra/
– Microsoft Agent Framework https://learn.microsoft.com/agent-framework/overview/agent-framework-overview
– Terminator https://wikipedia.org/wiki/The_Terminator
Related Episodes
– Watch more episodes of Armchair Architects https://aka.ms/ArmchairArchitects
– Watch more episodes of the Azure Essentials Show https://aka.ms/AzureEssentialsShow
Connect
– David Blank-Edelman https://www.linkedin.com/in/dnblankedelman/
– Uli Homann https://www.linkedin.com/in/ulrichhomann/
– Eric Charran https://www.linkedin.com/in/ericcharran/
Chapters
00:00 Introduction
01:22 Agent identity management
03:51 Model Context Protocol (MCP)
06:15 Knowledge and memory
07:15 Observability and OpenTelemetry
08:18 MCP considerations
09:53 Agent-to-agent (A2A)
11:10 Should you build an agent?
12:10 Determine architectural components
14:35 Similarities to services
15:22 Watch Terminator   Read More Microsoft DeveloperÂ
