azure-ai - The LGTM (Page 11)

The LGTM

Home
Agentic Coding
Claude Code
Codex

Sign in Subscribe

azure-ai

A collection of 130 posts

Microsoft’s M365 Copilot Gateway Pattern Is a Quiet Admission That Enterprises Want Copilots Without Giving Up Their Existing Agent Stack

Microsoft’s M365 Copilot Gateway Pattern Is a Quiet Admission That Enterprises Want Copilots Without Giving Up Their Existing Agent Stack

Microsoft just published one of its more revealing AI architecture posts of the year, and the headline undersells it. On paper, the new guide is about deploying an existing agentic service into Microsoft 365 Copilot using delegated On-Behalf-Of, or OBO, access. In practice, it is Microsoft admitting something enterprise teams

24 Apr 2026 5 min read

GPT-5.4 Looks Like the Point Where Vision Pipelines Get to Delete a Lot of Defensive Code

GPT-5.4 Looks Like the Point Where Vision Pipelines Get to Delete a Lot of Defensive Code

Most model upgrades add capabilities. The interesting ones delete code. That is the real takeaway from Microsoft’s new benchmark on GPT-5.4’s ability to return pixel-level coordinates from engineering drawings. On the surface, this is a niche vision post about bounding boxes in electrical single-line diagrams. In practice,

24 Apr 2026 5 min read

Microsoft’s Prior-Authorization Template Is a Good Demo, but the Real Story Is That Foundry Is Becoming Compliance Workflow Infrastructure

Microsoft’s Prior-Authorization Template Is a Good Demo, but the Real Story Is That Foundry Is Becoming Compliance Workflow Infrastructure

The most interesting thing about Microsoft’s new prior-authorization template is not that it uses four agents. Everyone has four agents now. The interesting thing is the kind of workflow Microsoft picked to prove its point. Prior authorization is ugly work. It is politically toxic, operationally expensive, full of documentation

23 Apr 2026 5 min read

Azure MCP’s New .mcpb Packaging Matters Because Microsoft Is Selling Setup Friction as a Product Bug

Azure MCP’s New .mcpb Packaging Matters Because Microsoft Is Selling Setup Friction as a Product Bug

Microsoft did not ship a new Azure capability this week so much as remove the first hour of frustration required to use one. That sounds small. It is not. The Azure MCP Server can now be installed as an MCP Bundle, or .mcpb, which means someone can drop a file

23 Apr 2026 5 min read

Microsoft’s New Security Benchmark Is a Good Reason to Distrust Anyone Selling Fully Autonomous SOC Agents

Microsoft’s New Security Benchmark Is a Good Reason to Distrust Anyone Selling Fully Autonomous SOC Agents

Microsoft’s latest AI security benchmark is useful for a simple reason: it makes autonomous-SOC marketing look a little silly. The company’s CTI-REALM benchmark, and this week’s Azure-oriented framing around it, ask a harder and more practical question than most security AI demos do. Can an agent read

23 Apr 2026 3 min read

The Best Azure AI Post of the Day Is a Very Specific Lesson in Why Vision Pipelines Still Need Real Engineering

The Best Azure AI Post of the Day Is a Very Specific Lesson in Why Vision Pipelines Still Need Real Engineering

The most honest Azure AI post of the day is the one that admits a frontier vision model falls apart when you hand it a full industrial drawing and ask for a clean answer. Microsoft’s walkthrough on extracting bills of materials from electrical single-line diagrams using Azure OpenAI GPT-5.

23 Apr 2026 4 min read

The Most Useful Agent Advice Microsoft Published This Week Is a Piece Telling People Not to Build Agents

The Most Useful Agent Advice Microsoft Published This Week Is a Piece Telling People Not to Build Agents

The most useful agent post Microsoft published this week begins by telling people not to build one. That should not feel radical, but in the current market it does. In its new framework piece on the “three tiers of agentic AI,” Microsoft makes a point many vendors prefer to bury

23 Apr 2026 4 min read

Microsoft Just Added an Open Agent Model to Foundry, but the Real Story Is the Pricing-Per-Autonomy Tradeoff

Microsoft did not just add another model to Foundry this week. It added a pricing argument. Kimi K2.6 arrives in Microsoft Foundry with the usual platform language about multimodality, coding, and agentic workflows, but the detail worth paying attention to is the one procurement teams will notice first: Microsoft

23 Apr 2026 4 min read

Hosted Agents Look Like Microsoft’s Best Attempt Yet at Enterprise-Grade Agent Runtime

Hosted Agents Look Like Microsoft’s Best Attempt Yet at Enterprise-Grade Agent Runtime

Most cloud infrastructure still assumes software behaves like a polite web app. A request comes in, some stateless code runs, maybe a database gets touched, and a response goes back out. AI agents are not polite web apps. They keep context, write files, execute code, call tools, accumulate state over

22 Apr 2026 5 min read

Microsoft’s New Toolbox Layer Is Really a Control Plane for Agent Sprawl

Microsoft’s New Toolbox Layer Is Really a Control Plane for Agent Sprawl

Microsoft keeps announcing agent features, but the interesting move this week is not another model, another benchmark, or another sermon about autonomous software. It is a control-plane play. With Toolbox in Foundry, Microsoft is making a blunt argument that enterprise agent projects do not usually fail because the model is

22 Apr 2026 4 min read

← Newer Posts Page 11 of 11

The LGTM © 2026

Sign up

Powered by Ghost