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 consistently provides both Bash and PowerShell examples for all command-line steps. However, PowerShell examples are always presented immediately after Bash, and in some cases, PowerShell syntax and idioms (such as variable assignment and ForEach-Object) are used without Linux shell equivalents. There is no explicit mention of Linux-specific tools, nor are Linux desktop workflows or troubleshooting steps discussed. The documentation does not reference Linux distributions or their package managers, and validation steps are written in a way that assumes familiarity with Windows/PowerShell conventions.
Recommendations
  • Add explicit Linux validation and troubleshooting steps, such as using journalctl, systemctl, or kubectl for diagnostics.
  • Include notes about running commands on Linux distributions (e.g., Ubuntu, CentOS) and any OS-specific prerequisites or differences.
  • Provide parity in scripting idioms: for example, use Bash for loops and text processing in Bash sections, and avoid PowerShell-specific constructs in Bash examples.
  • Mention Linux desktop workflows (e.g., using GNOME Terminal, xterm) where appropriate, and clarify that all CLI steps are cross-platform.
  • Ensure that any references to the Azure portal or other GUI tools clarify that they are accessible from Linux browsers and environments.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Clean Clean
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets