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
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. While it does provide both Azure CLI and Azure PowerShell examples for deployment and confirmation steps, PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and is not clearly marked as cross-platform. Additionally, references to using the Azure portal (which is platform-agnostic but often associated with Windows workflows) are frequent. There is no mention of Linux-specific shell scripting, nor are there examples using Bash or other Linux-native tools. The troubleshooting and process steps do not address Linux-specific considerations, and PowerShell is presented as a primary automation option without clarifying its cross-platform support.
Recommendations
  • Explicitly mention that Azure CLI and PowerShell are available on Linux and macOS, and provide guidance for installing and using them on those platforms.
  • Add Bash shell script examples for deployment and confirmation steps, especially for users who prefer native Linux tools.
  • Clarify that Azure PowerShell is cross-platform, and provide links or instructions for installing it on Linux.
  • Include troubleshooting tips relevant to Linux environments, such as file permissions or shell differences.
  • Ensure that references to the Azure portal do not imply a Windows-only experience, and mention browser compatibility on Linux.
  • Consider adding a section comparing automation options for Windows and Linux users, highlighting parity and differences.
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Scan History

Date Scan Status Result
2026-01-21 00:00 #279 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets