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
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell examples are provided in detail and are presented before Azure CLI equivalents in each relevant section. The portal instructions are also Windows-centric, as the Azure portal is most commonly accessed from Windows environments. There are no Linux-specific shell examples (e.g., Bash), nor are there references to Linux-native tools or workflows. The CLI examples are present, but they are less detailed than the PowerShell ones, and PowerShell is consistently listed before CLI, reinforcing a Windows-first approach.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI examples first in some sections to avoid implicit prioritization.
  • Expand Azure CLI examples to match the detail and explanation provided for PowerShell, including more context and optional parameters.
  • Include explicit Bash shell examples where appropriate, especially for scripting scenarios, to support Linux users.
  • Add notes or sections highlighting Linux compatibility and any platform-specific considerations for Azure CLI and SDK usage.
  • Clarify that the Azure portal is cross-platform and accessible from any modern browser, not just Windows.
  • Where possible, provide links or references to Linux-specific documentation or troubleshooting guides.
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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
2026-01-11 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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets