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
missing_linux_example
windows_tools
Summary
The documentation provides detailed PowerShell scripts for every step of the process, but does not include equivalent examples for Linux/macOS users (e.g., Azure CLI, Bash, or REST API). All command-line automation is shown using PowerShell, which is primarily a Windows tool, and there are no instructions or code samples for Linux-native workflows. This creates friction for users on Linux or macOS who may not have PowerShell installed or prefer other tools.
Recommendations
  • Add Azure CLI examples for each step alongside PowerShell, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include Bash script snippets or REST API examples where appropriate.
  • Explicitly mention that PowerShell examples can be run on Linux/macOS (if true), or provide installation guidance for PowerShell Core on non-Windows platforms.
  • Ensure that references to creating self-signed certificates, DNS configuration, and other tasks include Linux/macOS tooling (e.g., OpenSSL, dig, etc.).
  • Order examples so that cross-platform tools (Azure CLI) are shown before or alongside 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
2026-01-12 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 Clean Clean
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