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_tools
powershell_heavy
windows_first
Summary
The documentation page shows mild Windows bias. The only explicit mention of command-line tooling is in the context of PowerShell, which is a Windows-centric tool, and the Azure portal. While the Azure CLI and REST API are mentioned, PowerShell is listed first when discussing tools for adding the Exists operator. There are no explicit Linux shell or bash examples, and the only special character guidance is for Azure PowerShell string escaping. No Linux-specific patterns or tools are referenced.
Recommendations
  • Ensure parity by providing examples for both PowerShell and Azure CLI, with CLI examples shown first or side-by-side.
  • Include Linux shell/bash usage notes where relevant, especially for special character escaping.
  • When listing tools, alternate or randomize the order between PowerShell and Azure CLI, or group them together as 'cross-platform'.
  • Add explicit examples or links for Linux users, such as using Azure CLI in bash or zsh.
  • Clarify that all features are available via Azure CLI and REST API, and provide links or code snippets for those platforms.
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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
2026-01-11 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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets