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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is frequently referenced as the primary automation tool, with no mention of Bash, Azure CLI, or Linux/macOS scripting alternatives. Example links and quickstarts for creating labs and VMs often specify Windows VM scenarios, and Windows-centric tools (e.g., Visual Studio, Fiddler, Active Directory domain join) are highlighted as artifacts. Linux equivalents and examples are missing or not given equal prominence.
Recommendations
  • Add Azure CLI and Bash script examples alongside PowerShell for lab and VM management.
  • Include quickstart links and templates for creating Linux VMs, not just Windows VMs.
  • Highlight Linux/macOS-compatible tools and artifacts (e.g., VS Code, open source utilities) in artifact examples.
  • Mention Linux domain join or integration options where Active Directory is discussed.
  • Ensure examples and instructions are presented in a platform-neutral order, or alternate which platform is shown first.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased