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
Summary
The documentation demonstrates a Windows bias by presenting Azure PowerShell examples and references before Azure CLI, and by using terminology and screenshots that are closely aligned with Windows-centric workflows (e.g., Azure portal navigation, PowerShell cmdlets). There are no explicit Linux shell or Bash examples, and the CLI instructions are less detailed compared to PowerShell. The documentation also references Windows tools and patterns (PowerShell, Azure portal) more prominently than cross-platform or Linux-native alternatives.
Recommendations
  • Provide Bash/Linux shell examples alongside PowerShell, especially for Azure CLI commands.
  • Ensure CLI instructions are as detailed and prominent as PowerShell instructions, including output examples and troubleshooting notes.
  • Include screenshots or instructions for Azure portal navigation on non-Windows platforms (e.g., browser on Linux/macOS).
  • Explicitly mention that Azure CLI can be used on Linux/macOS and provide platform-specific tips where relevant.
  • Consider adding ARM template and Terraform examples for key configuration steps, as these are cross-platform and popular in Linux environments.
  • Review terminology to avoid Windows-centric language and ensure parity for Linux administrators.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Clean Clean
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
2026-01-06 18:15 #225 cancelled Clean Clean
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 Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-07-30 00:00 #65 completed 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

Flagged Code Snippets