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
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides troubleshooting steps for both Windows and Linux VMs, but demonstrates a moderate Windows bias. Powershell is used for command examples even in Linux contexts, and Windows-specific tools and paths are described in detail. Windows troubleshooting steps and commands often appear before or more prominently than their Linux equivalents. Some Linux instructions are present, but the use of Powershell syntax for Linux commands and the prioritization of Windows tools may create friction for Linux users.
Recommendations
  • Replace Powershell syntax with native Bash commands in Linux examples (e.g., use 'sudo apt-key adv ...' directly, not as a Powershell snippet).
  • Ensure Linux command examples use standard shell formatting and terminology.
  • Present Linux and Windows troubleshooting steps in parallel, with equal detail and prominence.
  • Add explicit Bash and shell script examples for Linux scenarios, avoiding Windows-centric tools or syntax.
  • Where possible, list Linux instructions before or alongside Windows instructions, not after.
  • Clarify which commands and paths apply to which OS, and avoid mixing Windows syntax in Linux sections.
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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 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