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 presents Azure portal instructions first, followed by PowerShell examples before CLI examples. PowerShell is a Windows-centric tool, and its prominence (including multiple example variants) suggests a Windows-first bias. There are no explicit Linux-specific instructions, nor is Bash scripting or Linux terminal usage highlighted. The CLI section is present, but appears after PowerShell, and there is no mention of Linux-specific considerations or parity.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to avoid Windows-first ordering.
  • Explicitly mention that Azure CLI works cross-platform (Windows, Linux, macOS) and highlight its installation/use on Linux.
  • Add Bash scripting examples for retrieving and parsing connection strings, demonstrating Linux workflows.
  • Include notes or links for Linux users regarding authentication, environment setup, and troubleshooting.
  • Consider removing or balancing PowerShell-heavy content with equivalent Linux shell examples.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean

Flagged Code Snippets