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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides deployment instructions using Azure CLI, PowerShell, and the Azure Portal. PowerShell examples are included alongside CLI, and references to PowerShell-specific commands (e.g., Remove-AzResourceGroup) are present. There is a subtle Windows bias: PowerShell is a Windows-centric tool, and its inclusion alongside CLI may suggest a prioritization of Windows environments. No explicit Linux shell (bash) examples or references to Linux-specific patterns are provided, and PowerShell is mentioned before the Portal option in each section.
Recommendations
  • Add explicit bash/Linux shell examples for all command-line instructions, showing parity with Azure CLI usage on Linux/macOS.
  • Clarify that Azure CLI commands work on Windows, Linux, and macOS, and provide any necessary platform-specific notes (e.g., environment variable syntax differences).
  • Consider reordering sections so that cross-platform tools (Azure CLI) are presented before Windows-specific tools (PowerShell), or provide a note about platform applicability.
  • If PowerShell is included, mention that PowerShell Core is available on Linux/macOS, or provide links to installation instructions for non-Windows platforms.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets