Browse All Artificial Intelligence Content (840)
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.
Luis Quintanilla walks through ConferencePulse, a Blazor Server app on .NET 10 that uses .NET’s composable AI stack—Microsoft.Extensions.AI, DataIngestion, VectorData, MCP, and Microsoft Agent Framework—to build RAG-based Q&A, AI-generated polls/insights, and a multi-agent session summary.
Kayla Cinnamon explains how GitHub Copilot CLI’s interactive and non-interactive modes differ, when to use each, and the exact commands to start a session, run one-off prompts, and resume prior sessions from the terminal.
GitHub demonstrates how hooks work in the GitHub Copilot CLI, explaining the agent lifecycle and when hook events fire (session start, prompt submitted, and pre/post tool use). The video shows how to use these events to influence tool calls and tailor Copilot CLI behavior to your workflow.
Allison summarizes the April 2026 update for GitHub Copilot in Visual Studio 2026, focusing on agentic workflows like launching cloud agent sessions from the IDE, user-level custom agents and skills discovery, a new debugger agent flow, plus chat history, shortcut customization, and new C++ tools.
Microsoft Threat Intelligence and Microsoft Defender Security Research Team summarizes Q1 2026 email threat trends, including the scale of phishing, the surge in QR code and CAPTCHA-gated campaigns, and how the Tycoon2FA disruption shifted attacker infrastructure. It also lists concrete Defender/EOP mitigations and relevant detections.
Microsoft Fabric Blog announces a preview of the OneLake Catalog Search REST API plus MCP and Fabric CLI support, letting developers search Fabric items across workspaces by metadata and use the returned identifiers in scripts, internal tools, and agent-driven workflows.
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.
GitHub explores context engineering in an agentic loop, testing context sharing in GitHub Copilot inside VS Code and then attempting to replicate the same approach using the Copilot SDK and LangChain.
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.
junjieli announces updates to Foundry Toolkit that bring an end-to-end image generation workflow into VS Code, including discovering and deploying GPT-Image-2 to an Azure AI Foundry project, iterating in an Image Playground, and exporting ready-to-paste API code.
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.
Authorised Territory demonstrates how to add a class-based skill to an AI agent built with the .NET Agent Framework, using a locally running LLM via Ollama and building on a previously created starter solution.
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.