/azure-batch

name: azure-batch
description: Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Batch pools/jobs, autoscale, Spot/GPU VMs, containerized HPC workloads, or storage/file mounts, and other Azure Batch related development tasks. Not for Azure Container Instances (use azure-container-instances), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Functions (use azure-functions), Azure App Service (use azure-app-service).
compatibility: Requires network access. Uses mcp_microsoftdocs:microsoft_docs_fetch or fetch_webpage to retrieve documentation.
metadata:
  generated_at: "2026-09-13"
  generator: "docs2skills/1.0.0"

Azure Batch Skill

This skill provides expert guidance for Azure Batch. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. It combines local quick-reference content with remote documentation fetching capabilities.

How to Use This Skill

> **IMPORTANT for Agent**: Use the **Category Index** below to locate relevant sections. For categories with line ranges (e.g., `L35-L120`), use `read_file` with the specified lines. For categories with file links (e.g., `[security.md](security.md)`), use `read_file` on the linked reference file

> **IMPORTANT for Agent**: If `metadata.generated_at` is more than 3 months old, suggest the user pull the latest version from the repository. If `mcp_microsoftdocs` tools are not available, suggest the user install it: [Installation Guide](https://github.com/MicrosoftDocs/mcp/blob/main/README.md)

This skill requires **network access** to fetch documentation content:

• **Preferred**: Use `mcp_microsoftdocs:microsoft_docs_fetch` with query string `from=learn-agent-skill`. Returns Markdown.
• **Fallback**: Use `fetch_webpage` with query string `from=learn-agent-skill&accept=text/markdown`. Returns Markdown.

Category Index

| Category | Lines | Description | |----------|-------|-------------| | Troubleshooting | L37-L43 | Diagnosing and resolving Azure Batch job, task, pool, and node failures, including common error patterns, prevention strategies, and recovery/handling techniques. | | Best Practices | L44-L55 | Guidance on optimizing Azure Batch jobs: efficient querying, large task counts, concurrent tasks, rendering and financial workloads, plus performance tuning and security best practices. | | Decision Making | L56-L71 | Guidance on choosing VM sizes, images, disks, Spot/GPU usage, capacity and quotas, cost planning, and migration strategies for Azure Batch pools and large-scale simulations. | | Architecture & Design Patterns | L72-L77 | Architectural guidance for burst rendering with Azure Batch, including choosing batch/topology patterns and designing storage, caching, and data movement for large render workloads. | | Limits & Quotas | L78-L84 | Managing Batch accounts and quotas, understanding service limits (cores, pools, jobs), and using metrics/logs to monitor and troubleshoot capacity usage. | | Security | L85-L101 | Securing Batch accounts and pools: key rotation, Entra ID auth/RBAC, CMK and disk encryption, private endpoints/Private Link, network perimeters, and Azure Policy-based governance. | | Configuration | L102-L136 | Configuring Batch pools and tasks: autoscale, OS/cert rotation, networking, disks, extensions, monitoring, events/logs, task env, containers, resource files, and node/user security. | | Integrations & Coding Patterns | L137-L153 | Patterns and code samples for integrating Azure Batch with CLI, SDKs, containers, MPI, storage/file mounts, Key Vault, telemetry, and automating jobs/tasks across languages. | | Deployment | L154-L158 | Guides for moving Azure Batch accounts across regions with ARM templates and setting up CI/CD pipelines for Batch HPC workloads using Azure Pipelines. |

Troubleshooting

| Topic | URL | |-------|-----| | Diagnose and handle Azure Batch job and task errors | https://learn.microsoft.com/en-us/azure/batch/batch-job-task-error-checking | | Diagnose and avoid Azure Batch pool and node errors | https://learn.microsoft.com/en-us/azure/batch/batch-pool-node-error-checking | | Diagnose and handle Azure Batch task errors | https://learn.microsoft.com/en-us/azure/batch/error-handling |

Best Practices

| Topic | URL | |-------|-----| | Design efficient Azure Batch list queries | https://learn.microsoft.com/en-us/azure/batch/batch-efficient-list-queries | | Use job preparation and release tasks in Azure Batch | https://learn.microsoft.com/en-us/azure/batch/batch-job-prep-release | | Run concurrent tasks on Azure Batch nodes | https://learn.microsoft.com/en-us/azure/batch/batch-parallel-node-tasks | | Use Azure Batch capabilities for rendering workloads | https://learn.microsoft.com/en-us/azure/batch/batch-rendering-functionality | | Apply performance best practices in Azure Batch | https://learn.microsoft.com/en-us/azure/batch/best-practices | | Optimize Azure Batch jobs with large task counts | https://learn.microsoft.com/en-us/azure/batch/large-number-tasks | | Apply security best practices to Azure Batch | https://learn.microsoft.com/en-us/azure/batch/security-best-practices | | Package financial models in Batch containers | https://learn.microsoft.com/en-us/azure/batch/tutorials/financial-risk-simulations/package-models-with-containers |

Decision Making

| Topic | URL | |-------|-----| | Plan Azure Batch capacity and quota strategy | https://learn.microsoft.com/en-us/azure/batch/batch-capacity-planning | | Migrate Batch custom image pools to Compute Gallery | https://learn.microsoft.com/en-us/azure/batch/batch-custom-image-pools-to-azure-compute-gallery-migration-guide | | Choose and migrate custom images for Azure Batch pools | https://lea