Browse All Azure Content (583)

In this community deep dive, junjieli walks through the GA release of Microsoft Foundry Toolkit for Visual Studio Code—covering model experimentation, agent development (no-code and code-first), evaluations, deployment to Microsoft Foundry Agent Service, and workflows for converting, profiling, and fine-tuning local models on Windows.

carlottacaste spotlights Athiq Ahmed’s winning Agents League Reasoning Agents project, CertPrep, detailing a Microsoft Foundry-based multi-agent pipeline that builds study plans, tracks readiness, generates assessments, and applies guardrails and human approval steps.

Dalibor_Kovacevic announces new Azure SRE Agent connectors for Log Analytics and Application Insights, enabling faster, MCP-backed KQL querying with simplified RBAC setup via managed identities.

Vineela-Suri walks through an event-driven pipeline where Terraform drift alerts trigger Azure SRE Agent via an authenticated HTTP endpoint, so the agent can correlate drift with Azure telemetry, classify severity, recommend safe remediation, notify Microsoft Teams, and even open a GitHub PR.

Sreekanth_Thirthala announces a public preview feature for Azure API Center: a plugin marketplace endpoint that lets developers discover and install AI plugins (including MCP servers and skills) from tools like Claude Code and GitHub Copilot CLI, while keeping enterprise governance and auth intact.

chandanAggarwal announces the public preview of Container Network Insights Agent, an agentic AI assistant for diagnosing AKS networking issues by correlating Kubernetes, Cilium/Hubble, and node-level Linux telemetry, then producing evidence-backed root-cause reports and remediation commands.

Blanca Li summarizes April 2026 updates to Microsoft Foundry Reinforcement Fine-Tuning (RFT): global training for o4-mini across 13+ Azure regions, new GPT-4.1 family model graders, and practical best practices plus pitfalls to help teams design reliable graders and scale fine-tuning safely.

John Edward explains when to use single-agent vs multi-agent AI architectures in a Microsoft context, mapping common designs to Semantic Kernel, AutoGen, and Azure services like Azure OpenAI, Azure AI Search, Functions, Service Bus, and AKS.

Microsoft Developer introduces SQL projects in SSMS 22.5, showing how to bring an existing production database into source control as a SQL project and use it across VS Code, GitHub Actions, and Azure DevOps for a more reliable database DevOps workflow.

Michelle_Moya announces expanded App attach support in Azure Virtual Desktop, adding Windows Server 2025 and Windows Server 2022 session hosts to enable dynamic delivery of packaged apps without baking them into base images.

Aviram Shemesh and Jennifer Rutzer explain how to build a cryptographic inventory and run an ongoing cryptographic posture management lifecycle, using Microsoft Security tooling (like Defender and GitHub Advanced Security), Azure services (like Key Vault and Network Watcher), and partner CPM solutions to improve quantum-safe readiness.

Jim Harrer shares a curated list of 20 VS Live! Las Vegas 2026 sessions now available on the Visual Studio YouTube channel, spanning AI/Copilot topics, modern .NET and C#, Azure cloud-native development, GitHub Actions, and practical productivity and architecture guidance.

NaufalPrawironegoro explains how to bring on-prem and multi-cloud SQL Server instances under Azure management with Azure Arc, covering onboarding (agent + PowerShell), unified Azure Portal visibility, best-practices assessments via Log Analytics, policy-based governance, monitoring, and common troubleshooting scenarios.

John Savill's Technical Training runs through a short Azure news roundup for 16th April 2026, covering AKS networking/monitoring updates, storage security and tiering changes, retirements, and a handful of new/updated Azure services and capabilities.

Microsoft Fabric Blog introduces the generally available OneLake MCP tools, showing how an AI agent can discover Fabric items, inspect schemas, map OneLake storage, and assess mirrored-database health through a single natural-language conversation (no code or portal clicks).

Microsoft Fabric Blog explains what customers are asking about Fabric Data Factory vs Azure Data Factory (ADF): when to migrate, how mature it is, and what new capabilities you gain—like Mirroring to OneLake, Copy Jobs with CDC, Dataflows Gen2, Copilot assistance, and managed Airflow/dbt execution.

shobhitgarg describes a new Azure CLI experience that enables Azure Backup for Azure Kubernetes Service (AKS) with a single command, reducing the previous multi-step onboarding (extensions, vaults, policies, trusted access) into an automation-friendly workflow for platform teams.

PrabhKaur (co-authored with Avneesh Kaushik) lays out an architecture-focused checklist for building AI agents in Microsoft Foundry with security, observability, least privilege, continuous validation, and human accountability built in from the start.

dhruti explains why cloud-native migrations to Azure Kubernetes Service (AKS) often “succeed” in deployment but still fail at runtime during production cutover, and outlines the dependency, DR, and batch-processing checks needed for operational readiness.

Yun Jung Choi explains that Azure MCP tools are now built into Visual Studio 2022 via the Azure development workload, letting developers enable an Azure MCP Server inside GitHub Copilot Chat to provision resources, deploy apps, and troubleshoot Azure services without installing a separate extension.