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 provides deployment instructions using PowerShell and Azure CLI, with explicit mention of running PowerShell locally in Visual Studio Code—a pattern most common on Windows. PowerShell examples are presented first in each code tab, and there is no mention of Linux-specific shell environments or considerations. While Azure CLI is cross-platform, the lack of explicit Linux/macOS guidance or examples (e.g., bash scripts, Linux-specific troubleshooting, or environment setup) suggests a Windows-centric bias. Additionally, screenshots and UI instructions are based on the Azure Portal, which is platform-agnostic, but the scripting and automation focus leans toward Windows.
Recommendations
  • Add explicit instructions for running Azure CLI and scripts on Linux/macOS, including any required environment setup (e.g., bash, zsh).
  • Provide bash script examples where appropriate, and clarify that Azure CLI commands work natively on Linux/macOS.
  • Mention alternative editors (such as VS Code on Linux/macOS, or other terminal environments) when suggesting where to run scripts.
  • Include troubleshooting notes for common Linux/macOS issues (e.g., authentication, file permissions, environment variables).
  • When presenting code tabs, alternate the order or clarify parity between PowerShell and CLI, and avoid suggesting PowerShell as the default unless necessary.
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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