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 code examples use Azure PowerShell, with no mention of Azure CLI, Bash, or Linux-native tools. File paths and certificate handling are shown in Windows format (e.g., C:\Users\Contoso\), and there are no Linux or cross-platform alternatives for variable setup, resource creation, or certificate management. The prerequisites explicitly require Azure PowerShell, and the workflow assumes a Windows environment throughout. There are no Linux-specific instructions, nor is there guidance for users on macOS or Linux.
Recommendations
  • Provide equivalent Azure CLI (az) examples alongside PowerShell for all resource creation and configuration steps.
  • Include Linux/macOS file path examples and guidance for certificate management (e.g., using OpenSSL, Linux file paths).
  • Add a prerequisites section for Linux/macOS users, including installation of Azure CLI and relevant tools.
  • Where PowerShell is used for variable assignment or scripting, show Bash alternatives.
  • Explicitly state that the process is cross-platform and highlight any differences or considerations for Linux/macOS users.
  • Reference documentation for both Azure PowerShell and Azure CLI, and link to platform-specific quickstarts.
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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
2026-01-12 00:00 #243 cancelled 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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets