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 page exhibits mild Windows bias by listing PowerShell and Visual Studio connectivity options before CLI and Python SDK options, and by specifically highlighting 'Connect with PowerShell' as a quickstart. There is no explicit Linux example or mention of Linux-specific tools, and the ordering of examples may suggest a Windows-first approach.
Recommendations
  • Ensure that Linux/CLI examples are given equal prominence by listing 'Connect with CLI' before or alongside 'Connect with PowerShell' in quickstarts.
  • Include explicit references to Linux development environments and workflows, such as Bash, VS Code on Linux, or Linux-based automation.
  • Add quickstart links or sections for Linux users, such as 'Connect with Bash' or 'Develop on Linux', to demonstrate parity.
  • Where PowerShell is mentioned, also mention Bash or other cross-platform shells to avoid implying PowerShell is the default or only option.
  • Review other linked documentation (e.g., the PowerShell and CLI guides) to ensure Linux examples are present and up-to-date.
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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
2025-08-17 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