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
missing_linux_example
Summary
The documentation page exhibits mild Windows bias. In the section on limiting scale-out, both Azure CLI and Azure PowerShell examples are provided, but PowerShell is Windows-centric and no explicit Bash or Linux shell examples are given. Additionally, scale-in behaviors specifically mention Windows in the Consumption plan, with no mention of Linux/macOS differences or parity. The ordering of examples sometimes places Windows tools (PowerShell) before cross-platform options, and there are no explicit Linux/macOS-specific instructions or clarifications.
Recommendations
  • Add explicit Bash or Linux shell examples alongside PowerShell, especially for configuration tasks.
  • Clarify whether scale-in behaviors differ on Linux/macOS and provide guidance if so.
  • Ensure that cross-platform tools (like Azure CLI) are presented first, and PowerShell is clearly marked as Windows-specific.
  • Include notes or sections addressing Linux/macOS users where platform-specific behaviors exist.
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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