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
Summary
The documentation is heavily biased toward Windows and PowerShell users. All code samples are written in PowerShell, and the instructions assume the use of PowerShell as the scripting environment. Installation links and prerequisite checks are Windows-centric, and there are no equivalent Bash or Linux shell examples. This makes it difficult for Linux or macOS users to follow the guide without significant adaptation.
Recommendations
  • Provide parallel Bash (Linux/macOS) script examples for all PowerShell commands, especially for Azure CLI usage, variable initialization, and scripting logic.
  • Include installation instructions and links for Azure CLI and Azure PowerShell for Linux and macOS, not just Windows.
  • When referencing command-line environments, mention both Windows (PowerShell/Command Prompt) and Linux/macOS (Bash/Terminal) explicitly.
  • Add a section or callouts that highlight any differences or considerations for Linux/macOS users.
  • Consider using cross-platform scripting approaches (e.g., pure Azure CLI in Bash) for automation tasks, or at least provide both PowerShell and Bash versions side by side.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets

## Complete PowerShell script with Azure CLI Commands for Automating End-to-End Resource Creation