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When Infrastructure Scales But Understanding Doesn't

We all know this, even if we don't like to admit it: modern infrastructure can scale infinitely, but human understanding doesn't. We've all seen it happen - organizations going from managing dozens of servers to thousands of containers, from deploying weekly to deploying hundreds of...
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Authentication Tokens Are Not a Data Contract

Authentication tokens exist to answer one question: is this caller authorized to do this? They are not intended to be a stable data interface, a schema you can depend on, or an input into application logic. If your application decodes tokens and reads claims from them, this is an...
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Latest posts

Evals for Agent Interop
Jan 26, 2026
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Introducing the Evals for Agent Interop starter kit

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Aadharsh Kannan
We’re launching Evals for Agent Interop, a starter evaluation kit that provides curated scenarios and representative data that emulate real digital work, and an evaluation harness that organizations can use to self-run their agents across Microsoft 365 surfaces.
Microsoft 365 Developer Blog
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Jan 26, 2026
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What's the difference between Safe­Array­Access­Data and Safe­Array­Add­Ref?

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Raymond Chen
Two ways of preserving the data.
The Old New Thing
Giving Agents a Visual Voice: MCP Apps Support in VS Code
Jan 26, 2026
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Giving Agents a Visual Voice: MCP Apps Support in VS Code

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Harald Kirschner, Connor Peet
VS Code now supports MCP Apps, enabling AI agents to display interactive UIs for richer developer workflows. Read the full article
VS Code Blog
Title slide for Azure Cosmos DB TV Episode 110 with a dark, space-themed background. Text reads “Supercharging AI Agents with the Azure Cosmos DB MCP Toolkit,” with “Azure Cosmos DB TV Episode 110” above it. A stylized Azure Cosmos DB planet logo appears on the left, and the presenters’ names, Mark Brown and Sajeetharan Sinnathurai, are shown at the bottom.
Jan 23, 2026
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Azure Cosmos DB TV Recap: Supercharging AI Agents with the Azure Cosmos DB MCP Toolkit (Ep. 110)

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Mark,
Sajeetharan,
Jay
In Episode 110 of Azure Cosmos DB TV, host Mark Brown is joined by Sajeetharan Sinnathurai to explore how the Azure Cosmos DB MCP Toolkit is changing the way developers build, deploy, and scale AI agents using real application data. As agentic AI systems evolve, one challenge continues...
Azure Cosmos DB Blog
Jan 23, 2026
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Bringing work context to your code in GitHub Copilot

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Kayla Cinnamon
This week we shipped the GitHub Copilot SDK which takes the agent loop from the Copilot CLI and makes it easy to embed in other applications. We’ve been using, improving, and extending Copilot CLI for the last few months and it’s sparked new ideas about what it means to have the right...
Microsoft for Developers
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Jan 23, 2026
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C++ has scope_exit for running code at scope exit. C# says "We have scope_exit at home."

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Raymond Chen
You can wrap it in an IDisposable.
The Old New Thing
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Jan 23, 2026
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Bridging Local Development and Cloud Evaluation: Using Microsoft Devtunnels with Azure Machine Learning

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Nasryn El-Hinnawi
Learn how to streamline AI development by using Microsoft Devtunnels to connect local services with Azure Machine Learning evaluation pipelines, eliminating deployment delays while maintaining comprehensive cloud-based validation.
ISE Developer Blog
Introducing the Azure Cosmos DB Agent Kit
Jan 22, 2026
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Introducing the Azure Cosmos DB Agent Kit: Your AI Pair Programmer Just Got Smarter

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Sajeetharan Sinnathurai
The Azure Cosmos DB Agent Kit is an open-source collection of skills that teaches your AI coding assistant (GitHub Copilot, Claude Code, Gemini CLI) expert-level Azure Cosmos DB best practices. Install with one command, get production-ready guidance instantly. The Challenge Every...
Azure Cosmos DB Blog
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Jan 22, 2026
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A simple helper function for attaching a progress handler to a Windows Runtime IAsync­Action­With­Progress or IAsync­Operation­With­Progress

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Raymond Chen
It doesn't do much, but it saves typing.
The Old New Thing