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 PowerShell examples for deployment, but PowerShell (a Windows-centric tool) is mentioned first in the deployment section introduction and is used in the initial deployment command example. The command to open Azure Cloud Shell also defaults to PowerShell. Additionally, the cleanup section contains a CLI example that mistakenly uses a PowerShell command, indicating a possible bias toward PowerShell/Windows workflows. There are no Linux-specific shell examples (e.g., Bash), and no mention of Linux-native tools or patterns.
Recommendations
  • Ensure that Azure CLI (which is cross-platform and popular on Linux) is presented first or equally alongside PowerShell in all sections.
  • Correct the CLI cleanup example to use the actual Azure CLI command (az group delete) instead of a PowerShell command.
  • Explicitly mention that Azure CLI commands can be run from Bash or other Linux shells, and provide Bash-specific usage notes where relevant.
  • Where Cloud Shell is referenced, clarify that both Bash and PowerShell environments are available, and provide instructions for both.
  • Review for any other Windows-centric language or assumptions, and ensure parity for Linux users in all instructions and examples.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

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