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The Agentic Gatekeeper: Using Microsoft Decision-1 to Decide When Agents Act
The Agentic Gatekeeper uses Microsoft-Decision-1 to swiftly and affordably assess AI agent actions, averting problems such as scope drift, irreversible damage, and prompt injection by outputting calibrated probabilities that result in ALLOW, ASK HUMAN, or BLOCK choices.
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From Writing Scripts to Running a Newsroom: A 24-Hour News Station with Microsoft Copilot Harness
Meridian 24 uses the Microsoft Copilot Harness to automate a newsroom workflow, integrating editorial processes for coherent scripts before AI-generated speech synthesis, with long-running resilience protecting against production interruptions.
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Copilot Chat vs Copilot Cowork
Copilot Chat provides secure AI chat within eligible Microsoft 365 licenses without a Copilot subscription, using only the content you provide or reference, whereas Copilot Cowork needs a license to delegate tasks such as email sending and document creation with real-time approval for sensitive actions.
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Build a Grounded Package Upgrade Advisor with Microsoft-Decision-1
The Microsoft-Decision-1 model uses Azure Foundry and Bing Custom Search to analyze release notes and security advisories, offering automated upgrade recommendations with urgency levels.
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Introducing SharePoint tools in Work IQ
SharePoint Tools in Work IQ bring 60+ native operations to agents via the Work IQ MCP server, boosting task success rates by 14.5% and reducing token usage while enabling real work delegation like building trackers and generating deliverables from document libraries.
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An engineering guide to Claude Code on Microsoft Foundry with Azure API Management
This guide explains how to integrate Claude Code with Microsoft Foundry via Azure API Management for developers to access the approved model while administrators handle identity, budgeting, and private networking in a secure enterprise CCOF setup.
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Rethinking Azure OpenAI Token Economics: Processing Nasdaq Level 2 Market Data Before AI
Azure Container Apps services pre-process raw market data to filter noise, significantly reducing token costs by sending only relevant events to the LLM for final analysis.
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5 Ways to Stop Azure AI Agents from Blowing Your Budget
Prevent Azure AI agent overspending by implementing API management token limits, Application Insights monitoring, semantic caching, loop restrictions, and automated budget alerts.
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Episode 440: The J Factor: Bringing Your Experience to Generative AI
In Episode 440 of the Microsoft Cloud IT Pro Podcast, Jay Leask and Norm Young explore how personal experience influences generative AI's impact on creativity, job roles, and the future of AI-assisted work.
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Stop treating agents as one-off projects and start running them as a continuous discipline
The IDC InfoBrief highlights that only 17% of organizations model AI cost scaling, emphasizing the need for continuous management of AI as a business discipline rather than isolated projects.
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Microsoft Foundry October Recap Separates AI Agent Previews from GA Releases
The recap separates preview features like the Copilot harness for AI agents from fully released capabilities such as browser automation and hosted-agent improvements in October’s Foundry update.
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Moonshot AI’s Kimi K3.1 Pro comes to Microsoft Foundry
Kimi K3.1 Pro's 1-million-token context window and multimodal features allow developers to create efficient agentic applications for handling large codebases, research documents, and integrated text-image tasks in Microsoft Foundry.
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Models Are Everywhere. Your Context Isn’t. | Microsoft IQ
Microsoft IQ unifies Work, Fabric, Foundry, and Web intelligence for AI agents, transforming diverse data into a strategic asset that improves decision-making.
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Copilot Studio | Works on My Agent, the New "Works on My Computer"
Sharing connected agents in Copilot Studio requires separate sharing for each agent because parent-agent permissions do not extend to child agents, impacting workflow execution and external connections.
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Improve production agents with closed-loop evaluations in Microsoft Foundry
Closed-loop evaluations in Microsoft Foundry automatically compare new agent versions against live traffic metrics, enabling safe, data-driven upgrades without manual prompt editing or model swapping.
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Building the next generation of multimodal AI experiences with fal in Microsoft Foundry
The partnership introduces Kling, LTX, and MiniMax video models in public preview within Microsoft Foundry, offering developers tailored options for diverse creative and engineering video generation needs.
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Direct your next shot with fal on Microsoft Foundry and ComfyUI
Integrate the fal MiniMax H3 Max video model and Foundry image models (gpt-image, FLUX, MAI Image) into ComfyUI using custom nodes and keyless Microsoft Entra ID authentication for a cinematic image-to-video pipeline without a GPU or API keys.
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The AI-Native Enterprise: When Organizations Become Software
The AI-native enterprise shifts focus from day-to-day management to purpose and constraints under human leadership, possibly redefining competitive advantage through organizational design.
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Web search for your agents with Microsoft Web IQ
Microsoft Web IQ provides a standalone API for efficient web search and content grounding with low latency, integrating easily across various platforms.
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The Model Isn’t the Boss: An Azure Architecture for Accountable AI Agents
The Model Isn’t the Boss outlines an Azure architecture separating nondeterministic AI reasoning from authoritative action and execution to ensure accountable AI agents.