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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by consistently listing Azure PowerShell as a primary configuration method, providing PowerShell-specific parameter names, and omitting Linux-specific tools or examples (such as Bash scripts or references to Linux-native management patterns). While Azure CLI is mentioned, there is no parity in example depth or explicit Linux guidance. No Linux-specific tools (e.g., cloud-init, shell scripts) are referenced, and the ordering of configuration methods often places Windows-centric tools before cross-platform or Linux-native approaches.
Recommendations
  • Provide explicit Linux/Bash examples for each configuration step, including sample shell scripts or command-line usage.
  • Ensure Azure CLI examples are as detailed and prominent as PowerShell examples, with clear instructions for Linux environments.
  • Add references to Linux-native tools (e.g., cloud-init, SSH configuration files) where relevant.
  • Reorder configuration method tables to list cross-platform tools (Azure CLI) before Windows-specific tools (PowerShell).
  • Include troubleshooting or usage notes for Linux users, such as differences in authentication or connectivity patterns.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-28 00:01 #94 cancelled Clean Clean
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-22 00:01 #88 completed Clean Clean
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 Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased