Content by supriyas (2)

supriyas breaks down how to choose between Prompt Agents and Hosted Agents in Microsoft Foundry Agent Service, focusing on the practical architecture question: where orchestration, state, and operations should live. The post outlines decision criteria, warning signs, and enterprise runtime concerns like identity, content safety, tracing, and cost controls.

supriyas lays out a practical, end-to-end lifecycle for building enterprise AI agents, using a banking “loan agent” example to show how to design guardrails, build with safety controls, test with evaluations and red teaming, deploy gradually, and continuously monitor and iterate using Microsoft Foundry and Azure services.