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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows instructions, tools, and troubleshooting steps are often presented first or exclusively, with more detail and screenshots for Windows GUI tools. PowerShell commands are used for connectivity testing without equivalent Linux commands. Some features, such as the Hybrid Connection Manager GUI, are only available on Windows, and this is noted, but Linux alternatives are not always described with equal depth. Troubleshooting and connectivity testing examples are Windows-centric, and Linux users are sometimes directed to generic alternatives or left to infer equivalent steps.
Recommendations
  • Provide Linux-first or parallel Linux examples alongside Windows instructions, especially for common tasks like connectivity testing (e.g., show 'nc' or 'telnet' commands as alternatives to PowerShell's Test-NetConnection).
  • Include Linux screenshots or terminal output where Windows GUI screenshots are shown, or at least provide equivalent CLI walkthroughs.
  • Expand troubleshooting steps to include Linux-specific commands and procedures, such as using 'ss', 'netcat', or 'curl' for network diagnostics.
  • Where features are Windows-only (e.g., GUI tools), offer detailed Linux CLI alternatives and explicitly note any limitations or workarounds.
  • Ensure that installation and upgrade instructions for Linux are as detailed and prominent as those for Windows, including package dependencies and service management.
  • Review the order of presentation so that Linux and Windows are given equal prominence, rather than consistently listing Windows first.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Biased Biased
2025-09-03 00:00 #100 completed Biased Biased
2025-09-02 00:00 #99 cancelled Biased Biased
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-31 00:01 #97 cancelled Biased Biased
2025-08-30 00:01 #96 cancelled Biased Biased
2025-08-29 00:01 #95 completed Biased Biased
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Biased Biased
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-23 00:00 #89 cancelled Biased Biased
2025-08-22 00:01 #88 completed Biased Biased
2025-08-21 00:01 #87 cancelled Biased Biased
2025-08-20 00:01 #86 completed Biased Biased
2025-08-19 00:01 #85 completed Biased Biased
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Biased Biased
2025-08-16 00:00 #82 cancelled Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
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

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