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 page demonstrates a moderate Windows bias. Windows and PowerShell examples are consistently presented, with Azure PowerShell cmdlets featured alongside Azure CLI and portal methods. In contrast, Linux-specific instructions are less prominent, and some features (such as pinning via portal or PowerShell) are explicitly unavailable for Linux. Windows patterns (e.g., Visual Studio publishing, .csproj settings) are described in detail, while Linux alternatives are not discussed. The Linux section relies heavily on Azure CLI and requires support intervention for some tasks, with less guidance for common developer workflows.
Recommendations
  • Provide Linux/macOS equivalents for all Windows/PowerShell examples, especially for tasks like pinning runtime versions and viewing/updating settings.
  • Include Linux-first or side-by-side examples, rather than presenting Windows methods first.
  • Offer guidance for Linux developer workflows, such as using VS Code or other editors, and clarify how to perform tasks without Visual Studio or .csproj files.
  • Document any limitations for Linux more transparently and suggest workarounds or alternatives.
  • Ensure parity in portal instructions, or clearly state when features are unavailable for Linux and provide CLI alternatives.
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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