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
windows_first
powershell_heavy
Summary
The documentation page exhibits mild Windows bias, primarily in the 'Limit scale-out' section, where both Azure CLI and Azure PowerShell examples are provided, but no Linux shell or Bash examples are shown. Additionally, in the 'Scale-in behaviors' section, Windows-specific behaviors are mentioned before any cross-platform considerations. There are no explicit Linux-only examples, and the documentation does not mention Linux tools or patterns, nor does it provide parity for Linux users in command-line examples.
Recommendations
  • Add Bash or shell script examples alongside Azure CLI and PowerShell, especially for configuration tasks.
  • Clarify platform applicability for commands and behaviors (e.g., note when something is Windows-specific or cross-platform).
  • Include Linux-specific notes or examples where relevant, such as file system behaviors or environment differences.
  • Ensure that examples and instructions are presented in a platform-neutral order, or provide tabs for both Windows and Linux usage.
  • Reference Linux hosting scenarios and considerations where appropriate, to balance the mention of Windows-specific behaviors.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
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 Biased Biased

Flagged Code Snippets