Category: Multi-Agent

• Shipping a Multi-Agent Application on Azure: What Production Actually Looks Like

  

  Users see a chat interface. They type a question, get an answer, maybe a chart. Simple. Behind that interface, a small fleet of agents queries data, runs spend-response curves, optimizes channel allocations, and renders plots. The work is analytical, not transactional: nothing they do writes back to source systems or changes external state. Underneath all…

  jbernec

  May 27, 2026

  Multi-Agent

  LLM, #langgraph, ai, technology, artificial-intelligence, chatgpt, #AI, #AIAgents, #langchain, #foundry, #optimization, #aiagentinfra, #agentops

• Securing Multi-Agent AI with Entra ID On-Behalf-Of: Per-User RBAC in LangGraph.

  

  This is the first of two posts. This one focuses on the technical aspects; the next will address the CXOs perspective, providing a comprehensive unified point of view. Introduction When building AI-powered applications for the enterprise, a common challenge emerges: how do you maintain user identity and access controls when an AI agent queries backend…

  jbernec

  February 6, 2026

  Multi-Agent

  #Chainlit, #langgraph, #MultiAgent, #OBO, #Security, #zerotrust, ai, artificial-intelligence, Azure, Databricks, LLM, RBAC, technology