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
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell examples are provided alongside Azure CLI for every operation, and references to Windows-specific scenarios (such as installing certificates on Windows VMs) appear early. The use of PowerShell is emphasized, and Windows-centric terminology and patterns (e.g., backtick line continuations, ConvertTo-SecureString) are present. There is no mention of Linux-specific shell patterns, nor are there examples tailored to Linux environments (such as Bash scripting or Linux VM scenarios).
Recommendations
  • Add explicit Bash shell examples for all CLI commands, including Linux-style line continuations and environment variable usage.
  • Include Linux VM scenarios in references and quickstart links, not just Windows VM certificate installation.
  • Avoid Windows-centric terminology (e.g., backtick for line continuation) in PowerShell examples, or provide equivalent Bash syntax.
  • Mention cross-platform compatibility for all commands and clarify any OS-specific behaviors.
  • Ensure that references to tools and tutorials are balanced between Windows and Linux environments.
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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
2026-01-12 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
2025-08-24 00:00 #90 cancelled Biased Biased
2025-07-24 00:00 #59 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets