Browse All Azure Content (488)

Microsoft Developer demonstrates building the “Sparkles” AI agent in VS Code using the Microsoft Foundry Toolkit, including deploying a model, wiring up an MCP server, and validating the agent with traces and evaluation runs for repeatable testing.

Microsoft Security Research, Sagar Patil, Arlette Umuhire Sangwa, Jesse Birch and Ravikant Tiwari break down a hands-on-keyboard intrusion that starts with Microsoft Teams helpdesk impersonation, escalates through remote-control sessions and a malicious MSI, and ends with Node.js-based persistence and WinRM lateral movement, with concrete mitigations and Defender XDR hunting queries.

ryanjadams explains how to keep Fabric Data Factory pipelines and Copy Jobs fully private when moving data to or from Snowflake, using Workspace-level Private Link, a private Azure Storage staging account, and Snowflake’s Azure Private Link storage integration.

wolfgangdesalvador breaks down Azure’s MLPerf Storage v3.0 results for Azure Managed Lustre, focusing on how sustained throughput and fast checkpoint I/O help keep large AI training clusters from stalling.

Alex-wdy explains an upcoming Azure Key Vault control plane API retirement and the required tooling upgrades to avoid breaking vault management operations. The post lists minimum Azure CLI and Az PowerShell versions, how to check what you have installed, and the exact upgrade commands to run before the February 27, 2027 deadline.

Sithu explains why long-running Azure Batch tasks on Ubuntu nodes can get interrupted and re-queued on a daily schedule, even when the app itself never fails. The post shows how to confirm the cause on a node and how to stop the restarts without breaking your pool operations.

gurjsing shows how to turn Microsoft’s published compliance scope (using Germany’s C5 as the example) into enforceable Azure controls by extracting the certified-service list from the Service Trust Portal, mapping it to ARM resource types, and deploying a deny/audit Azure Policy with a reviewable, automated workflow.

Amit Ganguli announces the public preview of the Resiliency Agent in Azure Copilot, which helps teams assess zonal resiliency across subscriptions, prioritize fixes with cost-aware indicators, and generate deployment-ready Bicep/Terraform templates and scripts to remediate gaps.

Microsoft Developer demonstrates how to turn a deployed model into a reusable AI agent using the Microsoft Foundry SDK in Python, including adding instructions, running a multi-turn conversation, and wiring in MCP tools so the agent can take actions while maintaining context.

Sreekanth Thirthala introduces APIOps CLI, an open-source command-line tool for managing Azure API Management configuration as source-controlled artifacts, enabling reviewable pull-request workflows and repeatable promotions across environments using GitHub Actions or Azure DevOps pipelines.

Microsoft Developer presents a student-focused course that uses the GitHub Copilot app to turn a resume into a live portfolio site, while teaching Git fundamentals, GitHub Pages deployment, Copilot modes, context/tokens, MCP servers, skills, and bring-your-own-model with Azure AI Foundry.

Nimrod Shalit introduces a new set of Microsoft Learn resources for implementing CI/CD in Microsoft Fabric, covering platform concepts, best practices, and hands-on tutorials for deploying Fabric items across dev/test/prod using Git integration, Azure DevOps pipelines, Terraform, the Fabric CLI, and the fabric-cicd library.

Jonah Andersson explains how to take AI agents from prototype to production by building MCP servers on Azure Functions, using .NET to expose tools that agents can discover and invoke at runtime. The session uses a DevOps CI/CD scenario where agents detect deployment issues, diagnose failures, and create rollback PRs in Azure DevOps.

Karen Lopez explains how Dynamic Data Masking in Microsoft SQL can protect sensitive fields while keeping data usable for day-to-day work. She focuses on the new regex-based masking support, how masking works in practice, and the trade-offs versus encryption, including common pitfalls like ad hoc query access.

Nicolas Mondada announces the GA release of Certificate Management for Azure Arc-enabled Kubernetes, a Microsoft-managed extension that automates TLS certificate issuance/renewal and trust bundle distribution across edge fleets, including support for disconnected operation, broad distro validation, and ARM64 edge hardware.

Steve Downs announces the general availability of Azure Virtual Desktop Hybrid, which lets organizations run Azure Virtual Desktop session hosts on-premises while keeping Azure’s centralized control plane for brokering and management via Azure Arc.

Rafia Aqil explains how to diagnose and resolve Azure Databricks “capacity” incidents by separating true regional VM SKU shortages from subscription quota limits and Databricks platform ceilings, then applying practical mitigations like SKU swaps, off-peak retries, instance pools, and capacity reservation groups.

Microsoft Developer shares a quick developer news roundup covering Bring Your Own Model entering preview in Visual Studio, updates to the model router in Microsoft Foundry Models (including region expansion and refreshed model pool), and the announced date for .NET Conf 2026.

bytecascade explains how Microsoft Fabric Eventstream can securely ingest private operational data (like factory MQTT telemetry) for real-time analytics by using an Azure virtual network bridge and a Fabric streaming virtual network data gateway, without exposing public endpoints.

anishta announces GA support for sending Azure Service Bus messages directly from Azure API Management using the send-service-bus-message policy, turning APIM into a governed HTTP front door for asynchronous workloads. The post explains message property controls, failure-handling options, and securing access with Microsoft Entra managed identity and Azure RBAC.

Lily Ma explains how to extend Azure SRE Agent with operational tools by hosting Model Context Protocol (MCP) servers on Azure Connector Namespace. The post walks through deploying an Azure SQL MCP server with azd, wiring it into SRE Agent as an MCP connector, and securing access using managed identity.

Sudha Mahajan introduces Azure Multicloud Interconnect, a jointly engineered Microsoft and AWS managed service for private, high-throughput connectivity between Azure and AWS, aimed at reducing the operational complexity of stitching together ExpressRoute, Direct Connect, routers, BGP peering, and encryption.

sbaynes announces a Microsoft/AWS collaboration that streamlines private, high-performance connectivity between Azure and AWS using standardized OpenAPI-based interoperability, with an emphasis on operational simplicity, predictable bandwidth, and built-in security features like MACsec.

Filisha Shah explains what to focus on as more application logic shifts into AI agents, highlighting why observability and evaluation become core skills and how Azure AI Foundry brings datasets, evaluations, and monitoring together for keeping agentic systems healthy.

robece-msft continues the Microsoft Fabric Business Events series by outlining five real-world business event scenarios and the shared event-driven pattern used to turn business moments into trusted signals and downstream actions across Fabric.

John Savill gives an overview of Azure Linux 4.0 (formerly CBL-Mariner), explaining why Microsoft built it, how it’s put together, where it can be used in Azure, and how it relates to Azure Container Host and WSL scenarios.

John Savill's Technical Training gives a quick overview of Azure Linux 4.0, focusing on what it is and why it matters for running Linux workloads on Microsoft Azure.

John Edward lays out a practical checklist for taking an AI agent from demo to production using Microsoft Copilot and Azure AI Foundry, focusing on architecture choices, grounding with enterprise data, controlled tool permissions, evaluation, monitoring, and cost/latency controls.

hcamposu outlines Microsoft’s end-of-sale timeline for BizTalk Server 2020 and Host Integration Server 2020, the planned support milestones through 2030, and the recommended migration paths to Azure Logic Apps Standard or Azure Logic Apps Hybrid, including tooling and key capability exclusions to plan around.

This week in Azure, the focus shifted from agent prototypes to the concrete work of shipping and operating agents in production using Azure AI Foundry, Microsoft Agent Framework, and MCP-based tool calling. Updates covered deployment and governance patterns (evaluation, tracing, and secret handling), plus real-world operational upgrades like Foundry Hosted Agents via azd and Azure SRE Agent VNet integration and Live Reports. Security guidance added urgency by calling out AI gateways and orchestrators as high-value targets, while networking and platform news (BGP route summarization, DNS plus Traffic Manager linked records, and zonal APIM Standard v2) rounded out the reliability story.

Microsoft Developer walks through the practical work needed to take an AI agent from prototype to production using Azure AI Foundry and Microsoft Agent Framework, including model selection, MCP-based prompts, tool calling, tracing, evaluation, monitoring, and governance guardrails.

erikbailey explains how Azure “advertised gateway prefixes” let hub-and-spoke environments summarize many hub/spoke routes into a smaller set of CIDRs for ExpressRoute or VPN Gateway BGP advertisements, helping reduce route-table growth and avoid advertised-prefix limits.

sbaynes breaks down three concrete architecture choices PONS made to build a legal AI platform on Azure for regulated customers: separating public legal knowledge from private client data, leaning on managed Azure services to reduce ops overhead, and turning compliance requirements into enforceable technical controls.

Yo-Lei Chen demonstrates how to build a full-stack app around SQL Server using GitHub Copilot in VS Code, from database schema design and query assistance through to generating backend code and wiring up REST or GraphQL endpoints.

John Savill shares a short weekly Azure update, highlighting what’s new across Microsoft Azure and pointing viewers to related learning resources and playlists on his channel.

junjieli’s August 2026 roundup for Foundry Toolkit for VS Code covers new end-to-end agent-building workflows: improved “Create Agent” entry points, centrally managed MCP toolboxes, preview Agent-to-Agent connections, user-scoped hosted sessions, and deeper run inspection with latency and token breakdowns.

Sreekanth Thirthala announces zone redundancy support for Azure API Management Standard v2, explaining why Availability Zones matter for API reliability and what the feature changes for production workloads. The post also outlines common scenarios and the basic Azure portal steps to enable zone redundancy during service creation.

Kristen Womack and Jeffrey C. summarize the August 2026 Azure Developer CLI (azd) releases, including the GA extension framework, new container deployment options for Azure Functions, breaking command/telemetry terminology changes, and a long list of provisioning, pipeline, and interactive UX fixes.

Lauro Ojeda compares self-hosted PostgreSQL with managed PostgreSQL services on Azure, focusing on what you gain and give up around control, operational effort, resilience, security, and cost predictability. It includes a practical checklist to help teams decide which operating model fits their requirements and constraints.

Microsoft Developer walks through day-to-day database change workflows using SQL projects in VS Code, focusing on safer refactoring, catching errors early with IntelliSense, and generating publish scripts and profiles to deploy schema changes across environments.