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
windows_first
missing_linux_example
powershell_heavy
Summary
The documentation page demonstrates a notable Windows bias in the backend VM creation and configuration steps. Only Windows Server images are used for the virtual machines, and the instructions for installing a web server (IIS) rely exclusively on PowerShell commands via the CustomScriptExtension. There are no examples or guidance for deploying Linux VMs or installing a web server (such as Apache or Nginx) on Linux. This creates friction for users who prefer or require Linux-based workloads.
Recommendations
- Provide parallel examples for creating Linux VMs (e.g., using Ubuntu or CentOS images) alongside the Windows examples.
- Include instructions for installing a web server on Linux VMs, such as using the CustomScriptExtension to run bash commands for installing Apache or Nginx.
- Clearly indicate that both Windows and Linux VMs are supported and provide links to relevant documentation for each OS.
- When showing code blocks for VM creation and configuration, alternate or combine Windows and Linux examples, or use tabs to allow users to select their preferred OS.
- Avoid assuming PowerShell as the default scripting language for VM configuration; show bash alternatives where applicable.
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 |
Clean
|
| 2025-07-12 23:44 |
#41
|
cancelled |
Biased
|
| 2025-07-09 13:09 |
#3
|
cancelled |
Clean
|
| 2025-07-08 04:23 |
#2
|
cancelled |
Clean
|
Flagged Code Snippets