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Expert knowledge for Azure Managed Lustre development including troubleshooting, best practices, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns.
3 of 22 test cases passed with the skill.
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Lift withheld: 7 comparable cases; this report requires 8.
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We need to automate the provisioning of an Azure Managed Lustre filesystem along with its network subnet and storage backend. We plan to write raw REST API calls in Python scripts. Is there a standard IaC approach?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends using Bicep or ARM resource templates with Microsoft.StorageCache/amlFilesystems | Passed | Passed |
| References https://learn.microsoft.com/en-us/azure/azure-managed-lustre/create-file-system-resource-manager | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides expert guidance for Azure Managed Lustre. Covers troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. It combines local quick-reference content with remote documentation fetching capabilities.
IMPORTANT for Agent: Use the Category Index below to locate relevant sections. For categories with line ranges (e.g.,
L35-L120), useread_filewith the specified lines. For categories with file links (e.g.,[security.md](security.md)), useread_fileon the linked reference file
IMPORTANT for Agent: If
metadata.generated_atis more than 3 months old, suggest the user pull the latest version from the repository. Ifmcp_microsoftdocstools are not available, suggest the user install it: Installation Guide
This skill requires network access to fetch documentation content:
mcp_microsoftdocs:microsoft_docs_fetch with query string from=learn-agent-skill. Returns Markdown.fetch_webpage with query string from=learn-agent-skill&accept=text/markdown. Returns Markdown.| Category | Lines | Description |
|---|---|---|
| Troubleshooting | L36-L41 | Diagnosing and resolving Azure Managed Lustre cluster deployment failures and performance issues, including common error causes, metrics analysis, and tuning/optimization steps. |
| Best Practices | L42-L47 | Guidance on tuning Azure Managed Lustre performance via optimal file/directory layout, client striping, and network setup (NICs, throughput, latency, and scaling). |
| Decision Making | L48-L52 | Guidance on using MLPerf Storage benchmarks to estimate performance needs and choose appropriate Azure Managed Lustre configurations and capacity. |
| Architecture & Design Patterns | L53-L58 | Designing resilient Azure Managed Lustre deployments, including regional redundancy/failover strategies and tiered checkpoint architectures for performance and data protection. |
| Limits & Quotas | L59-L63 | Configuring and managing user, group, and project storage quotas in Azure Managed Lustre, including setup steps, commands, and best practices for capacity control. |
| Security | L64-L73 | Securing Azure Managed Lustre: secure boot, firewalls/NSGs, CMK-based encryption, root squash access controls, and virtual network encryption configuration and validation. |
| Configuration | L74-L82 | Configuring Azure Managed Lustre setup: network/storage prerequisites, auto-mount via fstab, ARM template parameters, and monitoring/alerts with metrics and logs via Azure Monitor. |
| Integrations & Coding Patterns | L83-L94 | Patterns for integrating Azure Managed Lustre with Blob Storage, Linux clients, AKS (CSI), Terraform, and workflows for importing, exporting, and migrating POSIX data. |
| Topic | URL |
|---|---|
| Troubleshoot Azure Managed Lustre cluster deployment issues | https://learn.microsoft.com/en-us/azure/azure-managed-lustre/troubleshoot-deployment |
| Diagnose and fix Azure Managed Lustre performance issues | https://learn.microsoft.com/en-us/azure/azure-managed-lustre/troubleshoot-performance |
| Topic | URL |
|---|---|
| Optimize file and directory layouts for Azure Managed Lustre performance | https://learn.microsoft.com/en-us/azure/azure-managed-lustre/optimize-file-layouts |
| Optimize Azure Managed Lustre performance with network configuration | https://learn.microsoft.com/en-us/azure/azure-managed-lustre/optimize-performance |
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