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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by providing extensive Azure PowerShell examples and referencing PowerShell-specific modules and commands. PowerShell is a Windows-centric tool, and there are no equivalent Linux shell (bash) or cross-platform scripting examples. In several places, PowerShell instructions are given before or in more detail than Azure CLI, and there is no mention of Linux-specific tools or patterns. The documentation lacks explicit Linux shell (bash) or cross-platform scripting examples, which may disadvantage Linux users.
Recommendations:
  • Add bash (Linux shell) examples for all command-line operations, especially for token retrieval and identity management.
  • Ensure Azure CLI examples are complete and presented before or alongside PowerShell examples, as Azure CLI is cross-platform.
  • Avoid using PowerShell-specific syntax or modules in generic command-line examples; provide alternatives where possible.
  • Explicitly mention that all Azure CLI commands work on Linux, macOS, and Windows, and provide sample shell scripts for Linux users.
  • Where PowerShell is referenced, clarify its availability on Linux and macOS, or provide equivalent bash commands.
  • Audit for any references to Windows-only tools or patterns and provide Linux/macOS equivalents.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ❌ Biased
2025-09-15 00:00 #112 completed ❌ Biased
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ❌ Biased
2025-09-07 00:00 #104 completed ❌ Biased
2025-09-06 00:00 #103 completed ❌ Biased
2025-09-05 00:00 #102 completed ❌ Biased
2025-09-04 00:00 #101 completed ❌ Biased
2025-09-03 00:00 #100 completed ✅ Clean
2025-09-02 00:00 #99 in_progress ❌ Biased
2025-08-17 00:01 #83 in_progress ❌ Biased
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets