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 moderate Windows bias, particularly in the .NET section, where Windows tools (Visual Studio, Azure PowerShell) are listed before cross-platform or Linux-native options. Some quickstart links default to Windows or PowerShell tabs, and Linux-specific instructions are sometimes secondary or missing. The 'Next step' call-to-action also defaults to an ASP.NET (typically Windows-first) example. Other stacks (Java, Node.js, PHP) are more Linux-oriented, but the overall structure and tool recommendations often prioritize Windows or do not provide Linux parity.
Recommendations:
  • Ensure that for every Windows-specific tool or example (e.g., Visual Studio, Azure PowerShell), an equivalent Linux-friendly option (e.g., VS Code, Azure CLI, Bash) is provided and listed with equal prominence.
  • In quickstart tables, alternate the order of tool listings or group them by platform to avoid always listing Windows tools first.
  • Where possible, default documentation tabs and links to cross-platform or Linux options, or provide clear toggles for both environments.
  • Expand the use of Linux/CLI examples in .NET sections, including explicit mention of Bash and Linux development environments.
  • For the 'Next step' section, offer multiple language/framework options (not just ASP.NET) and ensure at least one Linux-native path is highlighted.
  • Audit all linked quickstarts to ensure Linux instructions are present and up-to-date, not just Windows/PowerShell.
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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