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Aug 3, 2026
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Building an operations assistant on Azure that waits for approval before it acts

Grounding an assistant in runbooks is straightforward. The harder part begins when the model proposes an action that requires authorization. An operations assistant needs stronger controls as soon as it can act. Answering "which runbook covers this alert" is a search problem. Opening an incident from that same conversation is a control...

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Sep 4, 2025
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Build your own Microsoft Docs AI assistant with Azure Container Apps and Azure OpenAI

Learn how to deploy a self-hosted AI assistant that leverages Microsoft Learn content via the Model Context Protocol (MCP) and Azure OpenAI. It’s fast, secure, and ready for developer use in real-world apps. Prerequisite This guide assumes you already have an Azure OpenAI resource provisioned in your subscription, with a deployed model (e.g., g...

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