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Background Following Red Hat's transition to a scalable vCPU-based pricing model in early 2024, Microsoft Azure implemented corresponding pricing updates for RHEL services. As part of ensuring our billing infrastructure…
Introduction The DeepSeek R1 model represents a new frontier in large-scale reasoning for AI applications. Designed to tackle complex inference tasks, R1 pushes the boundaries of what’s possible—but not without…
Introduction: Many customers run multiple Teamcenter-SPDM solutions across the enterprise, mixing multiple instances, multiple ISV vendors, and hybrid cloud/on-prem implementations. This fragmentation reduces the customer’s ability to uniformly access data.…
Introduction Looking to automate your Azure Logic Apps code deploymentsin a faster way? Deployment Center - a built-in feature in Azure Logic Apps Standard - in now available, with built-in…
In this tutorial, you'll learn how to create an AI agent that can send emails on your behalf. We'll use Microsoft Copilot Studio and the robust infrastructure of Azure Communication…
K3s is a lightweight Kubernetes distribution, certified by the Cloud Native Computing Foundation (CNCF) and originally developed by Rancher. It is optimized for on-premises environments with limited resources, making it…
Introduction Following our previous evaluation of Llama 3.1 8B inference performance on Azure’s ND-H100-v5 infrastructure using vLLM, this report broadens the scope to compare inference performance across a range of…
Introduction The pace of development in large language models (LLMs) has continued to accelerate as the global AI community races toward the goal of artificial general intelligence (AGI). Today’s most…
In this post, we’ll demonstrate how to build a simple yet powerful workflow using Azure Logic Apps, Log Analytics queries, and LLMs to automate log analysis, save time, and spot issues…
Why capacity reservations matter now Cloud isn’t running out of metal; demand is compounding and spiky. Peaks concentrate by region, zone, and VM SKU, especially for popular CPU families, memory-optimized…
Greetings from Las Vegas! I’m writing today from VMware Explore, where my team and I are thrilled to present the latest updates for Azure VMware Solution (AVS). We’re hosting breakout sessions, showcasing…
Background: Azure Machine Configuration remains committed to enabling greater security and simplicity in at-scale server management for all Azure customers. Machine Configuration (previously known as Azure Policy Guest Configuration) enables…
The Kubernetes environment comes with its own unique challenges, particularly at enterprise level scale. Hundreds or thousands of pods may exist at any given point in time and are continuously…
As enterprises accelerate their adoption of generative AI and machine learning to transform operations, enhance productivity, and deliver smarter customer experiences, Microsoft Azure has emerged as a leading platform for hosting and…
What are Service groups? Service Groups are a new resource container enabling management and observability scenarios where flexibility in hierarchy and membership is needed. Service Groups are tenant level resources…
GitHub Spark and GitHub Copilot are powerful development tools that can significantly boost productivity even when used out of the box. However, in enterprise settings, a common request is for…
If you’ve already built Model Context Protocol (MCP) servers with the MCP SDKs and wished you could turn them into world class Remote MCP servers using a hyperscale, serverless platform,…
by Mishty Dhekial (Software Engineer Intern) and Hugo Affaticati (Cloud Infrastructure Engineer) Why Llama? The Llama3 8B model was selected as the focus of this analysis due to its relevance…
Welcome back to Agent Support—a developer advice column for those head-scratching moments when you’re building an AI agent! Each post answers a real question from the community with simple, practical…
As organizations adopt Azure Elastic SAN for scalable high-performance storage, we are pleased to announce the public preview of backup support via Azure Backup and Commvault. These fully managed solutions…
Introduction The integration of AI into web applications has reached a new milestone with the introduction of Model Context Protocol (MCP) support in Azure AI Foundry Agent Service. This powerful…
Let's think about a situation for using MCP servers. Most MCP servers run on a local machine – either directly or in a container. But with other integration scenarios like…
The original post (Japanese) was written on 29 July 2025. MicronautからAzure Monitorにlogを送信したい – Logico Inside This entry is related to the following one. Please take a look for background information.…
The original post (Japanese) was written on 13 August 2025. Zero code instrumentationでMicronautアプリケーションからAzure Monitorにtraceやmetricを送信したい – Logico Inside This entry is a series posts below. Please take a look for background…
The original post (Japanese) was written on 20 July 2025. MicronautアプリケーションからAzure Monitorにlog/metric/traceを送信したい – Logico Inside Query One of my customers, using Micronaut to develop their applications, asked me about the…
The original post (Japanese) was written on 23 July 2025. MicronautからAzure Monitorにtraceを送信したい – Logico Inside This entry is related to the following one. Please take a look for background information.…
The original post (Japanese) was written on 20 July 2025.MicronautからAzure Monitorにmetricを送信したい This entry is related to the following one. Please take a look for background information.Send metrics/traces/logs from Micronaut native…
The original post (Japanese) was written on 20 July 2025. MicronautアプリケーションからAzure Monitorにlog/metric/traceを送信したい Query One of my customers, using Micronaut to develop their applications, asked me about the following question. We…
We’re thrilled to announce that Azure Arc-enabled SQL Server on Windows is now generally available in the US Government Virginia region. With Azure Arc-enabled SQL Server, U.S. government agencies and…
What’s changing? If your API Management service uses preview workspaces on the built-in gateway and meets the tier-based limits below, those workspaces will continue to function as-is and will automatically…
We’re thrilled to announce that Azure Arc-enabled SQL Server on Windows is now generally available in the US Government Virginia region. With Azure Arc-enabled SQL Server, U.S. government agencies and…
For enterprise IT professionals or startup developers alike, cost efficiency for file storage is top of mind. Whether you're running mission-critical databases, production scale applications like SAP, or cloud native…
[[{"value":" We are thrilled to announce two exciting developments in the Microsoft ecosystem for Terraform infrastructure-as-code (IaC) practitioners: the public preview of the Terraform Microsoft Graph (MSGraph) provider and the…
This is a collaborative post from Microsoft and Databricks. We thank Toussaint Webb, Product Manager at Databricks, for his contributions. We're excited to announce that the Azure Databricks connector for Power…
When we develop user-facing applications that are powered by LLMs, we're taking on a big risk that the LLM may produce output that is unsafe in some way - like…
Ever missed an appointment because of a rigid SMS system? What if you could text a change and get an immediate, natural response that understands your intent and confirms a…
Azure Linux is the Linux OS Microsoft trusts for its Linux fleet. Built from the ground up for cloud-native workloads, Azure Linux is optimized for performance, reliability, and security. It…
OpenAI recently introduced gpt-oss as an open-weight language model that delivers strong real-world performance at low cost. Available under the flexible Apache 2.0 license, these models outperform similarly sized open…
OpenAI released the GPT-5 model family last week, with an emphasis on accurate tool calling and reduced hallucinations. For those of us working on RAG (Retrieval-Augmented Generation), it's particularly exciting…
Azure App Testing centralizes functional and performance testing for your apps. With Playwright Workspaces, you can author, execute, and analyze browser tests at scale, both locally and in the cloud,…
We’re excited to announce the General Availability (GA) of the redesigned Data Mapper UX in the Azure Logic Apps (Standard) extension for Visual Studio Code. This release marks a major…
Introduction Are you looking to unlock the full potential of your data investments in Azure Databricks while seamlessly harnessing the capabilities of Azure AI? At Microsoft BUILD 2025, we made…
We are excited to announce the Public Preview of Auto Agent Upgrade for Azure Arc-enabled servers. This feature is a major leap forward in simplifying agent lifecycle management across hybrid…
When deploying AKS clusters, a common concern is the amount of IP address space required. If you are deploying your AKS cluster into your corporate network, the size of the…
The GitHub Copilot App Modernization – Upgrade for Java is an AI-powered solution designed to streamline the modernization of legacy Java applications. This tool is available as a Visual Studio…
Why Page Numbers Matter in AI Search When users search for content within large PDFs—such as contracts, manuals, or reports—they often need to know not just what was found, but…
AI Toolkit v0.18.3 is here—and it’s a major milestone. This release introduces full support for: The latest GPT-5 family of models OpenAI’s open-source models (GPT OSS) via Azure AI Foundry…
