Microsoft Scout: The Always-On AI Agent That Works While You Sleep
⚡ TL;DR Microsoft Scout, announced at Build 2026, is an always-on AI agent that works autonomously across Teams, Outlook, OneDrive, and SharePoint...
Category: Copilot
I’ve spent 4 years building production AI. Here’s what the LinkedIn posts don’t tell you
TL;DR: Social media is full of big AI talk from people who have never shipped a line of it. The real work - requirements, architecture, prompt engineering,...
How To: Call an Azure AI Foundry Agent from a Logic App
Triggered by a Teams message - no custom connector required TL;DR: This walkthrough shows you how to wire up a Logic App that listens for a Teams message,...
M365 Agent Builder Explained: The Fastest Path to Production-Ready M365 Agents
One of the most underestimated tools in the Microsoft 365 Copilot ecosystem right now is Agent Builder: the in-context agent creation experience embedded...
How to Use Azure AI Foundry’s Evaluation Tools Before You Ship
TL;DR: Azure AI Foundry's evaluation tools went GA in March 2026 and they're genuinely good. There are three categories of built-in evaluator - quality,...
Copilot Cowork: Microsoft’s AI Just Stopped Talking and Started Doing
TL;DR - Microsoft Copilot Cowork is the moment Microsoft 365 Copilot stops being a smart assistant and starts being an actual coworker. You describe the...
The LLM Arms Race Has a Scoreboard. Here’s What It’s Telling You.
TL;DR - The SWE-bench leaderboard is the closest thing we have to an objective measure of which LLM is actually useful for software engineering. Right now,...
The laziest take in AI is technically correct
Opinion · AI · LLMs It's just next token prediction. So why does it feel like reasoning? TL;DR - LLMs are "just" next-token predictors at the...
Installing the Power CAT Copilot Studio Kit: A Step-by-Step Guide
TL;DR: Installing Power CAT is a multi-step process involving admin role setup, enabling the PCF framework, installing the Creator Kit as a dependency, and...
Microsoft 365 Copilot, Copilot Studio, and Azure AI Foundry: Understanding the Differences
TL;DR: Microsoft 365 Copilot is a user productivity license. Copilot Studio is an orchestration and channel layer. Azure AI Foundry is where custom AI...
