| Troubleshooting | L37-L44 | Diagnosing and fixing VM access, connectivity, deployment, and lab-creation issues in Azure Lab Services, including when to redeploy or reimage VMs. |
| Best Practices | L45-L53 | Governance and setup guidance for lab plans, custom images, nested virtualization, Linux graphical RDP, and preparing optimized Windows template VMs in Azure Lab Services |
| Decision Making | L54-L65 | Guidance on when and how to use Azure Lab Services: choosing lab types, planning migrations (physical or to other services), cost estimation, GPU sizing, and running training or hackathon scenarios. |
| Architecture & Design Patterns | L66-L72 | Core Azure Lab Services architecture, supported networking topologies, and design patterns for building reliable, resilient lab environments and lab plans |
| Limits & Quotas | L73-L80 | VM capacity and core quotas for labs, how to view usage, request quota increases, and timelines for automatic VM deletion and cleanup. |
| Security | L81-L95 | RBAC roles, lab creator/owner assignment, Azure Policy for compliance and VM size limits, firewall and public IP setup, and educator/student VM password management. |
| Configuration | L96-L126 | Configuring Azure Lab Services: lab plans, regions, images, networking, VM templates, schedules (start/stop/shutdown), capacity, GPU/nested virtualization, and user/educator access. |
| Integrations & Coding Patterns | L127-L140 | Integrating Lab Services with Canvas and Teams, automating lab creation via Bicep/PowerShell/Python, connecting labs to VNets, and remote access to Linux VMs with X2Go. |
| Deployment | L141-L150 | Creating and importing Windows/Linux lab VM images (from Azure VMs, physical labs, or compute galleries), rapidly setting up/publishing labs, and migrating lab accounts to lab plans. |