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 Azure 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 automation method after the CLI, with no mention of Bash, shell scripting, or Linux/macOS-specific automation approaches. The PowerShell section assumes the user is familiar with Windows tooling, and there are no explicit Linux/macOS command-line or scripting examples beyond the Azure CLI. Additionally, the PowerShell section is more detailed than the CLI section, and the ordering (CLI then PowerShell) is common but still may suggest a slight Windows-first bias.
Recommendations
  • Add explicit Bash/shell scripting examples for Linux/macOS users, especially for automation tasks.
  • Clarify that Azure CLI commands work cross-platform (Windows, Linux, macOS) and provide sample Bash scripts for common migration scenarios.
  • If PowerShell is included, consider also mentioning PowerShell Core (pwsh), which is cross-platform, and provide guidance for Linux/macOS users.
  • Ensure that all automation examples (CLI, PowerShell, ARM, Terraform) are equally detailed and that none assume a Windows-only environment.
  • Consider adding a short section or note for Linux/macOS users, highlighting any differences or confirming parity.
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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