Document Details
How To Manage Classroom Labs
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell (Az.LabServices PowerShell module) as the only command-line automation tool for managing labs, without mentioning equivalent Linux/CLI options. Windows patterns (such as remote desktop and password management) are described first or in more detail, while Linux-specific instructions are relegated to notes or linked articles. There are no direct examples or guidance for Linux CLI management, and Windows-centric tools are mentioned without Linux parity.
Recommendations
- Include Azure CLI and/or REST API examples for managing labs, alongside PowerShell, to provide cross-platform parity.
- Mention Linux-compatible automation tools (e.g., Bash scripts, Azure CLI) wherever PowerShell is referenced.
- Ensure that instructions for connecting to Linux VMs (SSH, graphical desktop) are as detailed and prominent as those for Windows RDP.
- Add explicit Linux command-line examples for common tasks (creating, deleting labs, managing VMs) in the main documentation, not just in linked articles.
- Clarify which features or steps differ for Linux and Windows, and provide side-by-side guidance where possible.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|