Browse All Community (292)

Wiliam_Rosa explains how to configure environment variables for Azure Databricks serverless jobs using the Jobs API. The walkthrough covers task-level selection, inline and file-based precedence, secret references, and configuration limits, including why best-effort log redaction still requires care when handling credentials.

bapic introduces the public preview of NAS share discovery and assessment in Azure Migrate. The article explains how to connect Dell and NetApp clusters, inventory shares, assess readiness and sizing for Azure storage services, compare costs, and select migration tools using a read-only discovery appliance.

kinfey explains how Meridian 24 separates managed AI research and editing from deterministic audio production and publication. The implementation uses Microsoft Copilot Harness, Foundry and durable Blob storage to produce bilingual bulletins, with evidence checks, recovery checkpoints, identity permissions and measured audio timing rather than relying on a single prompt.

AsithaDeSilva explains how a prototype Azure SRE Agent workflow connects billing data, resource inventory, and optimization recommendations to investigate spending changes. The walkthrough covers reusable skills, report setup, scoped access, and validation, with practical guardrails for distinguishing projections from actual costs and cleanup candidates from resources approved for deletion.

EldertGrootenboer announces general availability of Geo-Replication on partitioned Azure Service Bus Premium namespaces. The capability combines partitioning for higher-throughput messaging workloads with replication of messages, processing state, and configuration to a secondary region. Existing partitioned namespaces can enable it, while new namespaces must enable partitioning during creation.

WSilveira collects November’s Azure Logic Apps product and community updates, including a local CLI preview, AI agent orchestration, pricing allowances, and hybrid storage benchmarks. The newsletter also points developers to secure Foundry integrations, C# workflow tooling, Fabric real-time analytics, deployment walkthroughs, and BizTalk migration guidance.

Samantha_Fernandez introduces Azure portal support for AKS flex nodes in preview, covering pool creation, supported host onboarding, and Kubernetes workload placement. The walkthrough explains how to connect user-managed compute across regions, on-premises, or at the edge, while retaining responsibility for host security, connectivity, and preview requirements.

ibrahimbaig explains how to build repository-scoped, ephemeral GitHub Actions runners using Azure Container Apps Jobs and KEDA. The guide covers private Key Vault access, GitHub App authentication, separate OIDC deployment identities, lifecycle validation, and the cold-start trade-offs of installing tools at runtime rather than using pre-baked images.

yunishussein explains how Azure Advisor identifies disconnected Azure Arc-enabled servers before their agent credentials expire. The guide covers heartbeat and certificate thresholds, recommended recovery actions, and ways to review affected machines through the Azure portal or query recommendations across subscriptions with Azure Resource Graph.

vinilv explains how to upgrade Azure CycleCloud Slurm node OS images without recreating the entire VM Scale Set. The walkthrough separates cluster configuration, scale-set models, and instance state, then covers draining nodes, applying updates, validating HPC dependencies, rolling back failures, and aligning CycleCloud configuration while acknowledging node downtime and capacity limitations.

JPCalhau explains how to give Azure API Management v2 predictable outbound public IP addresses using virtual network integration and Azure NAT Gateway. The walkthrough covers subnet configuration, network security groups, NAT association, and validation, while explaining why backend IP allowlisting should complement rather than replace service-to-service authentication.

WSilveira introduces the public preview of the Logic Apps Standard CLI extension, covering local workflow creation, connector discovery, validation, execution diagnostics, and packaging. An Outlook-to-Blob walkthrough explains managed-identity setup and preview limitations, while a GitHub Copilot skill provides procedures for agent-assisted development with explicit approval for cloud changes.

yunishussein outlines the general availability of Automatic Agent Upgrade for Azure Arc-enabled servers. Microsoft manages enabled agents’ updates through regional batches during off-peak hours, while Azure Policy, command-line onboarding, and portal-generated scripts provide options for enabling upgrades across server environments.

KashanK introduces an out-of-tree MANA driver for Azure Accelerated Networking on supported Linux LTS kernels. The package uses upstream driver source with a compatibility layer, allowing users to keep their existing kernel. The announcement explains supported versions, when to use it, and potential Linux distribution support implications.

RamKakani explains sovereignty controls for Oracle AI Database@Azure, including EU Data Boundary support, customer-managed encryption keys, private networking, policy enforcement, and operator access auditing. The guidance also highlights OCI tenancy configuration and data-flow exceptions that customers must review rather than assuming every connected service stays within the EU and EFTA.

Venkat_Ramakrishnan explains how generally available Azure proximity placement groups bring application VMs closer to Oracle AI Database@Azure infrastructure. The article covers database-first placement, deployment prerequisites, measured network latency reductions, and constraints around VM capacity, existing Network Anchors, and multi-zone resilience.

KalyanKaki outlines updates to Oracle AI Database@Azure, including planned Azure Government availability, EU Data Boundary and Azure Policy support, and generally available Proximity Placement Group integration. The changes address regulated workload deployment, cross-cloud sovereignty controls, and lower latency between Azure application VMs and Oracle Exadata infrastructure.

RamyaSharma describes how the Microsoft Intune team used GitHub Copilot modernization to migrate an enrollment service to .NET 8. Engineer-owned plans, progress records, and dependency mappings preserved context across sessions, reduced repeated work, and kept changes reviewable, while internal library mappings and deployment decisions remained manual.

praveensri benchmarks Hybrid Logic Apps using SQL Server 2025 for workflow state on a shared on-premises host. The analysis compares throughput, execution latency, database I/O, and lock waiting across two tests, explaining why low CPU usage and faster workflow completion do not establish storage headroom or product-wide capacity.

Wuyi_Weng walks through running Qwen3.8-27B locally on a 64 GB Lenovo laptop using vLLM, speculative decoding, and OpenCode. Benchmarks and a three-hour coding session show how memory allocation and request concurrency affect performance, while Azure Monitor and Grafana track inference, GPU usage, and operational limits.

FaizaanMerchant explains how Azure Arc connects on-premises Windows and Linux servers to Azure SRE Agent without migrating workloads. The guide outlines the telemetry foundation, approval controls, and rollout steps, with examples covering SQL Server crash diagnosis, patch planning, inventory drift, and configuration assessment.

rustemsoft explains how deterministic compilation, fixed protection seeds, strong-name re-signing, and rename map retention help keep obfuscated .NET releases reproducible and diagnosable. The post outlines a release workflow and verification checklist for matching protected binaries to their build artifacts and decoding production stack traces.

cabarker explains Azure Container Registry's new Transactions and Data Transfer metrics, which expose registry operations, response types, regional activity, and outbound bytes. The article covers how sharding supports high-volume telemetry while preserving a single registry view, plus practical ways to investigate throttling, retry loops, and changing image traffic.

Madhura Amlekar explains how to assess Azure managed services before refreshing virtual machines. The guidance covers component-by-component migration, application compatibility, deployment and recovery checks, shared security responsibilities, and reservation commitments, while recognizing that some workloads still need VM-level control and that PaaS is not always cheaper.

isaiahhoyer describes using Microsoft Discovery agents to adapt Microsoft Premonition biological monitoring systems for citrus pests. The case study covers grounding agents in engineering documents, designing field experiments, preparing permit requests, and generating synthetic wingbeat data for preliminary edge classifiers, with scientific review and human oversight throughout.

Shivani_Tripathi explains how Private Network Gateway connects Azure Databricks serverless workloads to private resources through one managed, encrypted connection. The overview covers subnet delegation, workspace connectivity configuration, and routing options, while showing how existing Azure network controls continue to govern access and outbound traffic.

MinseokSong explains how production failures shaped translation review in Co-op Translator. Rather than relying on quality scores or model verdicts alone, the project checks document structure, preserves human edits where possible, and records unresolved failures. The approach gives reviewers concrete checks while leaving meaning, terminology, and readability to human review.

Naveen_Nooka introduces scheduled control plane backups for Azure Local with disconnected operations in release 2609. Operators can configure recurring backups through PowerShell, choose default or named backup configurations, and manage schedules while retaining on-demand backups for additional recovery points.

PreethiThippeswamy introduces advanced capacity insights in Azure Storage Discovery, now in preview at no additional cost for Standard plan users. The new reports help storage administrators investigate inactive data, storage composition, object-size distributions, and retention costs, then drill down to the accounts, containers, and prefixes behind those patterns.

Sunip explains an enterprise Azure networking pattern that separates “where workloads live” from “what needs to be reachable,” using enterprise-routable prefixes for shared services while keeping workload VNets non-advertised and exposing only selected endpoints through a routable front door.

madhurinrao explains ABFS Vectored Read for Azure Data Lake Storage and how it reduces request overhead for selective Parquet reads by coordinating noncontiguous byte ranges through the ABFS driver, enabling compatible Spark workloads to adopt the optimization via configuration.

mukta introduces Enhanced Feature Flags (public preview) in Azure App Configuration, explaining how a dedicated resource model and API surface improve governance of feature rollouts. The post focuses on separating feature-flag permissions from general configuration, adding server-side validation, and keeping existing key-value feature flags supported.

poorvinarang explains how Azure Linux evolved from CBL-Mariner into Azure Linux 4.0, and what Microsoft changed to make it a supported, general-purpose Linux option for Azure VMs, VM Scale Sets, and container images, with a focus on upstream alignment, lifecycle predictability, and security servicing.

Wiliam_Rosa breaks down Azure Databricks multi-table, multi-statement transactions (GA as of Oct 16, 2026), explaining the two transaction modes, how conflict detection works, and why external clients need explicit retry logic to be reliable under real concurrency.

Mahesh Sundaram introduces a preview feature for Azure Monitor Private Link that compresses the private IP footprint of Data Collection Endpoints (DCEs). The post explains the scaling problem in large hub-and-spoke networks, how regional endpoint grouping reduces IP usage, what stays unchanged in the Azure Monitor model, and how to prepare for the controlled preview.

Hugo Meiland benchmarks Ansys CFX CFD workloads across Azure HBv5, HBv4, HX, and Fams_v7 VM families, showing how mesh size changes the best choice when you measure cost per completed simulation instead of hourly VM price.

Ben Sickle outlines Microsoft’s announcements at NVIDIA GTC Berlin 2026 focused on running AI across Azure and customer-controlled environments, including Azure Local sovereign deployments, Foundry Local for on-prem model inference, confidential VMs, open-model endpoints for NVIDIA Nemotron via Fireworks AI on Azure, and GPU-accelerated analytics in Microsoft Fabric.

DivSwa explains how to move off Microsoft Foundry workflows (retiring Dec 1, 2026) by orchestrating Foundry Prompt Agents and Hosted Agents inside Azure Logic Apps, combining event-driven triggers and connectors with deterministic workflow steps around agent calls.

Johnson Shi explains how AKS GPU memory profiling helps you move from “GPU memory pressure” alerts to the exact functions responsible for allocations, using eBPF-based tracing and Grafana flame graphs so you can right-size GPU memory and validate fixes with repeatable tests.

naafiahsadique introduces Azure Copilot for Azure Local, an AI-powered, agentic troubleshooting experience aimed at helping operators investigate and resolve issues across distributed Azure Local infrastructure using natural-language questions and guided, multi-step diagnostics.