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. PowerShell is used exclusively for scripting the key release operation, with no equivalent Linux shell (bash) example. Windows tools and patterns (PowerShell, VC_redist) are mentioned and demonstrated before or instead of Linux alternatives. While the guest attestation section provides both Windows and Linux instructions, the main scripting example for the key release operation is only shown in PowerShell, leaving Linux users without a direct bash or shell script equivalent.
Recommendations
  • Provide a Linux bash (shell) script example for the key release operation, using curl or similar tools, to match the PowerShell example.
  • When mentioning tools to retrieve managed identity object IDs, list Azure CLI and Linux-friendly methods before or alongside PowerShell.
  • Ensure that all code samples and operational steps have both Windows and Linux equivalents, and present them in parallel tabs or sections.
  • Avoid Windows-first ordering in examples and tool recommendations; alternate or group by platform.
  • Explicitly mention Linux package installation and runtime requirements where Windows equivalents (e.g., VC_redist) are discussed.
GitHub Create Pull Request

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
2025-08-17 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