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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits a mild Windows bias. Windows-specific instructions, tools, and troubleshooting steps (e.g., IISNode, web.config, PowerShell) are often presented before or in more detail than their Linux equivalents. Some sections, such as Application Insights instrumentation, reference PowerShell for setup without mentioning Linux alternatives. Troubleshooting and configuration for Windows (e.g., web.config) are more extensive, while Linux sections are sometimes less detailed or refer to external includes. The use of Windows terminology and tools (IISNode, web.config, PowerShell) is more prominent than Linux-native equivalents.
Recommendations
  • Ensure that Linux examples and instructions are presented with equal prominence and detail as Windows ones, especially in troubleshooting and configuration sections.
  • Where PowerShell or Windows tools are referenced (e.g., for Application Insights instrumentation), provide equivalent Bash/Azure CLI/Linux-native instructions.
  • Expand Linux troubleshooting guidance to match the depth provided for Windows (e.g., common errors, configuration files, deployment issues).
  • When mentioning Windows tools (IISNode, web.config), explicitly state the Linux alternatives (e.g., PM2, startup scripts) and provide links or examples.
  • Review the order of presentation so that Windows and Linux content are balanced, or Linux is not consistently presented after Windows.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets