Microsoft Foundry moves beyond model endpoints to platform-level agent orchestration: procedural memory learns across runs, toolboxes centralize tool discovery, and IQ layer unifies retrieval across enterprise data sources.
Summary
Agents move from isolated experiments to observable, governed systems with shared state, enterprise grounding, and built-in evaluation. Teams stop wiring tools into each agent and start managing them centrally with runtime tool selection.
Why it matters
Agents move from isolated experiments to observable, governed systems with shared state, enterprise grounding, and built-in evaluation. Teams stop wiring tools into each agent and start managing them centrally with runtime tool selection.
Implementation verdict
Replaces hand-rolled agent memory, ad-hoc tool registration, and custom observability scaffolding. Requires Azure Foundry account and framework integration (Semantic Kernel, AutoGen, CrewAI supported). Procedural memory and Toolboxes in public preview now; Teams/M365 publishing GA June 2026. Worth evaluating if you're already on Azure and need production observability—the hosted Agent Service removes significant boilerplate.
Sources
Dev Signal
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