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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All command-line deployment instructions and examples are provided exclusively in Azure PowerShell, with no equivalent Azure CLI (cross-platform) or Bash examples. The workflow assumes use of PowerShell and references Windows-specific cmdlets and output. While there is a brief mention that Azure CLI and REST API are also available, no examples or guidance are given for Linux/macOS users or for cross-platform command-line tools.
Recommendations
  • Add equivalent Azure CLI (az) examples for all deployment and cleanup steps, ideally in Bash syntax.
  • Present both PowerShell and CLI/Bash examples side by side, or allow the user to toggle between them.
  • Avoid using only PowerShell-specific cmdlets and terminology; reference cross-platform tools equally or first.
  • Include screenshots or output examples from both PowerShell and CLI where relevant.
  • Explicitly state that all steps can be performed on Linux/macOS using Azure CLI, and provide links to relevant CLI documentation.
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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

Flagged Code Snippets