Sad Tux - Windows bias detected
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
missing_linux_example
Summary
The documentation provides both Azure CLI and PowerShell examples for automating the migration of low-priority VMs to Spot VMs in Azure Batch. However, the PowerShell examples are presented as the only alternative to the CLI, with no mention of Bash scripting or Linux/macOS-specific automation methods. The PowerShell section assumes a Windows environment, and there are no explicit Linux/macOS shell or scripting examples. Additionally, the PowerShell option is described as an 'alternative automation method' without clarifying cross-platform compatibility, which may cause friction for non-Windows users.
Recommendations
  • Add Bash shell scripting examples alongside PowerShell for automation, especially for common tasks like pool creation and validation.
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS, and consider making this explicit in the documentation.
  • If PowerShell is included, mention that PowerShell Core is cross-platform, or provide equivalent Bash or Python automation examples.
  • In the 'Option 2' section, rename it to 'PowerShell (Windows and cross-platform)' and add a note about PowerShell Core compatibility, or provide a Linux/macOS alternative.
  • Ensure that any references to scripting or automation do not assume a Windows environment by default.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean