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
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias. When discussing management and key regeneration, Windows-centric tools (Azure PowerShell) are mentioned before cross-platform alternatives (Azure CLI), and PowerShell is referenced with a specific cmdlet example. No Linux-specific shell examples (e.g., Bash) or explicit parity for Linux environments are provided. The only code sample is in C#, a language most commonly associated with Windows, and no alternative code samples (e.g., Python, Java, Bash) are included. There are no explicit instructions or screenshots for Linux users, and the portal instructions are platform-agnostic but do not address Linux-specific considerations.
Recommendations
  • Present Azure CLI commands before or alongside PowerShell commands, as CLI is cross-platform and more commonly used on Linux.
  • Include Bash shell examples for generating SAS tokens, especially for the 'Generate a Shared Access Signature token' section.
  • Provide code samples in additional languages (Python, Java, JavaScript) that are popular on Linux.
  • Explicitly state that all management operations (including portal, CLI, and SDK usage) are supported on Linux and macOS, not just Windows.
  • Add screenshots or notes relevant to Linux environments where applicable (e.g., terminal usage, file paths).
  • Avoid language or tool ordering that implies Windows is the default or preferred platform.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets