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:
⚠️ windows_first
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias, especially in the .NET and Python sections. Windows tools (Visual Studio, Azure PowerShell) are listed before or more prominently than Linux equivalents. There are more detailed or explicit references to Windows-based development environments and tools, while Linux or cross-platform options are less emphasized or sometimes missing. The 'Next step' call-to-action also defaults to an ASP.NET (Windows-centric) workflow.
Recommendations:
  • Ensure Linux and cross-platform tools (e.g., VS Code, CLI, Azure CLI) are listed before or alongside Windows-specific tools in all language stacks.
  • Provide explicit Linux examples and links for all stacks, especially for .NET and Python, where Windows tools and environments are currently prioritized.
  • Balance references to Windows tools (e.g., Visual Studio, PowerShell) with equivalent Linux tools (e.g., VS Code, Azure CLI, Bash).
  • For 'Next step' actions, offer a choice of stack or highlight a cross-platform/language-neutral workflow instead of defaulting to ASP.NET.
  • Audit all quickstart and tutorial links to ensure Linux instructions are present and as detailed as Windows instructions.
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Scan History

Date Scan ID Status Bias Status
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
2025-09-01 00:00 #98 in_progress ❌ Biased
2025-08-31 00:01 #97 in_progress ❌ Biased
2025-08-30 00:01 #96 in_progress ❌ Biased
2025-08-29 00:01 #95 completed ❌ Biased
2025-08-28 00:01 #94 in_progress ❌ Biased
2025-08-27 00:01 #93 in_progress ❌ Biased
2025-08-16 00:00 #82 in_progress ❌ Biased
2025-08-15 00:01 #81 in_progress ❌ Biased
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased