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 example prompts for both Azure CLI and PowerShell, but PowerShell is presented as a distinct scenario, and there are multiple PowerShell-specific examples. The CLI examples do not specify Linux or Bash, and PowerShell is a Windows-centric tool, which may suggest a Windows-first approach. There are no explicit Linux shell (bash) or cross-platform scripting examples, and Windows tools (PowerShell) are mentioned separately and in detail. The only explicit Linux reference is in the prompt about creating a Linux VM and SSHing into it, but there are no Linux shell scripting or management examples.
Recommendations
  • Add example prompts for managing Azure resources using Bash or other Linux-native tools.
  • Clarify that Azure CLI is cross-platform and provide prompts/examples for both Windows (PowerShell) and Linux (Bash) environments.
  • Include Linux-specific scenarios, such as using SSH, managing resources with Bash scripts, or troubleshooting with Linux tools.
  • Ensure parity by providing equivalent examples for both PowerShell and Bash where applicable.
  • Avoid presenting Windows tools (PowerShell) before or in isolation from Linux equivalents.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased