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 provides both Bash and PowerShell examples for every command, ensuring cross-platform coverage. However, PowerShell (Windows) examples are always shown alongside Bash, and in some cases, Windows-specific patterns (e.g., PowerShell variable assignment, use of Get-Random) are present. Bash examples are present and correct, but Windows/PowerShell is given equal prominence, sometimes appearing first in the tab order. No Linux-specific tools or troubleshooting are mentioned, and there is no explicit prioritization of Linux/macOS workflows.
Recommendations
  • Consider listing Bash (Linux/macOS) examples first in tab order to reflect the majority of cloud-native/container users.
  • Add explicit notes or troubleshooting steps for Linux/macOS users, especially regarding file permissions, shell differences, or common issues.
  • Include a brief section clarifying that all CLI commands work identically on Linux/macOS and Windows, and highlight any platform-specific caveats.
  • If possible, provide a single Bash-first workflow with PowerShell as an alternative, rather than giving both equal weight throughout.
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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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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 Clean Clean

Flagged Code Snippets