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 exclusively uses PowerShell for all deployment instructions, with no mention of cross-platform tools such as Azure CLI, Bash, or Cloud Shell. All example commands and workflows are tailored to PowerShell, which is most commonly used on Windows. There are no Linux/macOS-specific instructions or examples, and the installation section only references Azure PowerShell. This creates friction for users on Linux or macOS who may prefer or require alternative tooling.
Recommendations
  • Add equivalent instructions and examples using Azure CLI, which is cross-platform and widely used on Linux/macOS.
  • Include a section on using Azure Cloud Shell, which supports both Bash and PowerShell and is accessible from any OS.
  • Explicitly mention that PowerShell Core is available on Linux/macOS, if PowerShell is to be retained as an example.
  • Present both PowerShell and Azure CLI examples side-by-side, or at least link to CLI documentation.
  • Update installation instructions to cover Azure CLI and Cloud Shell, not just Azure PowerShell.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets