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 page references PowerShell cmdlets as a primary method for programmatic scaling, which is a Windows-centric tool. While Azure CLI and REST API are mentioned, PowerShell is listed first, and no explicit Linux shell or command-line examples are provided. There is no mention of Linux-specific tools or workflows, and the examples and instructions do not demonstrate parity for Linux users.
Recommendations
  • Provide explicit Linux shell (bash) examples for scaling operations using Azure CLI.
  • List Azure CLI before PowerShell when describing cross-platform options to avoid Windows-first bias.
  • Clarify that Azure CLI and REST API are fully supported on Linux and macOS, and provide example commands for those platforms.
  • Include notes or links to documentation for Linux users on installing and using Azure CLI.
  • Avoid referencing PowerShell as the default or primary method unless it is truly platform-agnostic.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean