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 shows some Windows bias, especially in the .NET and Python sections. Windows tools (Visual Studio, Azure PowerShell) are listed before cross-platform or Linux-native tools, and in some cases, Linux-specific examples are less prominent or missing. The .NET stack emphasizes Windows-centric development environments and tools, while Linux parity is stronger in Java, Node.js, and PHP sections.
Recommendations:
  • Ensure that for each stack, Linux-native tools (e.g., Azure CLI, VS Code, Bash) are listed before or alongside Windows tools (e.g., Visual Studio, PowerShell).
  • Provide explicit Linux examples and tabs for all quickstarts and tutorials, especially for .NET and Python stacks.
  • Avoid listing Windows-only tools (like Visual Studio or PowerShell) as the default or first option; instead, present cross-platform tools first.
  • Where possible, add parity in deployment and configuration instructions for both Windows and Linux environments.
  • Review the use of 'Windows' in tab names and links to ensure Linux options are equally visible and accessible.
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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