Copilot Studio Harnesses Explained: The Runtime Choice That Decides What Your Agent Can Actually Do
Azure AI · Copilot Studio · LLMs TL;DR - Microsoft has taken the GitHub Copilot harness in Copilot Studio to general...
Category: Copilot
Why Does My AI Agent Give a Different Answer Every Time?
Azure AI · Copilot Studio · LLMs TL;DR – AI agents are non-deterministic by design. Two settings called...
AI Is a Tool, Not a Replacement: Why the “Fire Everyone and Plug In a Model” Trend Is Going to End Badly
TL;DR: A company spent three months making real business decisions based on data an AI agent completely made up. This is not a one-off. Replacing humans with...
Building AI? Here’s where vibe coding actually fits in the process
TL;DR: Vibe coding gets a bad rap from people who think the only valid code is code you typed character by character. They are missing the point entirely. The...
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...
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...
