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 Windows bias in several ways: PowerShell commands (e.g., Get-AzContainerRegistryRepository, Import-AzContainerImage, Set-AzAksCluster) are presented without Bash or Linux equivalents, and Windows/PowerShell tools are referenced before or instead of cross-platform alternatives. Some command examples use Azure CLI (cross-platform), but PowerShell commands are often mentioned first or exclusively, and there is no explicit mention or example for Linux shell users where parity is possible.
Recommendations
  • Provide Bash/Linux shell equivalents for all PowerShell commands, especially for registry and AKS operations.
  • When listing commands, present Azure CLI (cross-platform) examples first, followed by PowerShell alternatives.
  • Explicitly mention that Azure CLI commands work on Windows, macOS, and Linux, and provide sample scripts for both Bash and PowerShell where scripting is involved.
  • Avoid referencing Windows-specific tools or patterns (such as .zip extraction instructions) without also providing Linux/macOS alternatives.
  • Ensure that all automation and scripting steps have parity for Linux users, including file handling and environment setup.
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Scan History

Date Scan Status Result
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets