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 and PowerShell examples are presented alongside Azure CLI, but PowerShell is given equal prominence despite being Windows-centric. The documentation provides detailed instructions for Windows users, including Visual Studio integration and PowerShell scripts, while Linux-specific instructions are less detailed and rely solely on Azure CLI. Some features (like pinning via the portal or PowerShell) are explicitly stated as unavailable for Linux, but alternative Linux workflows are not always fully explored or explained. The documentation also references Windows tools and patterns (e.g., .csproj edits, Visual Studio dialogs) without Linux equivalents.
Recommendations
  • Provide Linux-specific examples for all major workflows, including pinning and viewing runtime versions, not just via Azure CLI but also with other common Linux tools or scripting languages (e.g., Bash).
  • Clarify and expand on Linux limitations, and suggest alternative approaches or workarounds where features are unavailable (e.g., portal or PowerShell).
  • When referencing Windows-specific tools (e.g., Visual Studio, .csproj), offer Linux alternatives (e.g., VS Code, command-line deployment, or other editors).
  • Ensure that Linux instructions are as detailed and actionable as Windows instructions, including troubleshooting steps and integration with common Linux development environments.
  • Consider reordering or balancing the presentation of Windows and Linux content so that neither is implicitly prioritized.
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Scan History

Date Scan Status Result
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Clean Clean
2026-02-05 00:00 #342 completed Biased Biased
2026-02-04 00:00 #338 completed Biased Biased
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
2025-08-17 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

Flagged Code Snippets