Browse All DevOps Content (550)

Kristen Womack summarizes the April 2026 Azure Developer CLI (azd) releases, focusing on multi-language hooks in azure.yaml, extension framework updates, Copilot-assisted troubleshooting, and a set of security, provisioning, and CI/CD reliability improvements across versions 1.23.14 through 1.24.2.

The Visual Studio Code Team summarizes what’s new in VS Code 1.119 (Insiders), including Markdown UX updates and several chat/agent features such as improved codebase context for virtual file systems, attaching browser tabs as context, and Copilot CLI plan mode support.

stclarke summarizes recent Microsoft Security updates, including new Microsoft Defender protections for AI agents in the Agent 365 tooling gateway, a generally available Defender for Cloud + GitHub Advanced Security integration, and a new Microsoft Purview demo for running data security investigations with AI-assisted analysis.

Microsoft Fabric Blog explains how Fabric SQL developers can move from Azure Data Studio to VS Code, keeping SQL Database Projects and adopting a Git-based workflow with pull requests, schema compare, publish script previews, and optional GitHub Copilot assistance in the MSSQL extension.

Microsoft Fabric Blog summarizes the April 2026 Fabric release, covering platform UX updates, VS Code-based workspace and notebook workflows, notebook retry policies, MLflow-based MLOps improvements, Data Warehouse enhancements like COPY INTO for JSONL, and Real-Time Intelligence updates including Eventstream observability and Eventhouse remote MCP.

Pooja Pradhan outlines an Azure-focused approach to move from drift detection to diagnosis by combining IaC signals (Terraform/Bicep), Azure Resource Graph, and Activity Logs, then using an AI model to generate a human-readable root cause analysis with impact and recommended remediation steps.

Minseok Song shares how Co-op Translator was hardened after real community bug reports showed that AI translation failures often come from broken Markdown structure (code fences, lists, anchors, and CJK emphasis), and explains the concrete pipeline changes shipped up to v0.18.1.

Valini Sunthwal describes a multi-repo Azure platform that uses Terraform, versioned releases, and daily reconciliation to detect and recover from infrastructure drift across many subscriptions. The post breaks down repo boundaries, pipeline design, drift detection tiers, and security practices like OIDC, Key Vault, and private endpoints.

PrabalDeb lays out a practical reference architecture for running diffusion model workloads on Azure Kubernetes Service (AKS), focusing on GPU/CPU lane separation, dispatch and autoscaling options (Kubernetes-native vs Service Bus + KEDA), secure ingress and identity, durable storage for outputs and model caches, and end-to-end observability for both apps and GPU hardware.

Vineela Suri explains how to configure Azure SRE Agent with Azure Monitor to cut alert fatigue: use reinvestigation cooldowns, tiered response plans, and scheduled hygiene reports to consolidate noisy alerts, improve thresholds, and keep LLM token costs under control.

Visual Studio Code highlights the Chat Customizations Evaluation extension for VS Code, which helps developers review and refine prompts, agents, and instructions files as part of an AI-focused workflow.

Vineela Suri explains how the Azure SRE Agent plugin marketplace works: teams publish plugins (skills + MCP connectors) to a shared GitHub repo, and any SRE Agent instance can discover and install them. The post walks through an AKS incident investigation example and the marketplace.json manifest structure.

skundapura explains how to observe and troubleshoot AI agent workloads in Azure AI Foundry, comparing tracing and telemetry support across Microsoft Agent Framework, Semantic Kernel, LangChain/LangGraph, and the OpenAI Agent SDK using OpenTelemetry with Azure Monitor and Application Insights.

Jason Helmick announces the GA release of Microsoft Desired State Configuration (DSC) v3.2.0, covering new built-in Windows resources, experimental Bicep orchestration over gRPC, expanded WhatIf support, version pinning, expression language updates, and adapter/extension improvements, plus install and support lifecycle details.

dbandaru shows how to connect the New Relic-hosted MCP server (Preview) to Azure SRE Agent, including API key setup, RBAC considerations, and how to create a New Relic-focused subagent/skill so the agent can query NRQL, traces, logs, metrics, alerts, and dashboards via natural language.

prabhattomar explains how to build a Kubernetes-native DBaaS-style SQL platform using Crossplane to provision Azure Database for PostgreSQL Flexible Server, including private networking, DNS-based read/write endpoints, and an active-passive multi-region HA/DR approach with replica promotion and Traffic Manager routing.

Sokuma announces the public preview of Azure Monitor Service Level Indicators (SLIs) and explains how SLIs/SLOs, error budgets, and burn-rate alerting help teams measure real customer impact (availability and latency) using Azure Monitor metrics at the Service Group level.

GitHub shows how GitHub Copilot CLI can scan a repository and generate a pull request that follows contribution guidelines, issue templates, and team rules—reducing the manual work of formatting and filling out PR details.

Microsoft Developer features Sajeetharan Sinnathurai explaining how to set up a practical Azure Cosmos DB development environment (VS Code, emulator, testing, and CI/CD considerations) and how to use AI coding assistants more effectively by providing schema context and better prompts.

Mark Downie covers the April Visual Studio 2026 update, focusing on GitHub Copilot’s new cloud agent workflow, user-level custom agents, and a Debugger Agent that validates fixes against real runtime behavior, plus improvements to C++ agent tools, IntelliSense vs Copilot completion priority, and configurable Copilot shortcuts.