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 provides both Azure CLI and Azure PowerShell examples for all major steps, but PowerShell (a Windows-centric tool) is given equal prominence as Azure CLI. In several sections, PowerShell examples are shown alongside CLI, and the Azure portal instructions reference Cloud Shell, which supports both Bash and PowerShell but does not explicitly highlight Linux-native workflows. There are no Linux/macOS-specific examples (e.g., using native curl or scripting outside Azure CLI), and Windows tools/patterns (PowerShell) are given as a primary option throughout.
Recommendations
  • Add explicit Linux/macOS examples using native tools (e.g., curl, bash scripting) outside Azure CLI.
  • Clarify that Azure CLI works cross-platform and highlight Bash as a first-class option for Linux/macOS users.
  • Reorder examples to show Azure CLI/Bash first, followed by PowerShell, to reduce Windows-first perception.
  • Include notes or sections for Linux/macOS users about prerequisites and environment setup.
  • Avoid assuming PowerShell is universally available; mention alternatives for Linux/macOS.
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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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-01 00:00 #67 completed 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

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