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_tools
missing_linux_example
windows_first
Summary
The documentation page exclusively uses PowerShell cmdlets and scripting for all troubleshooting scenarios, such as Connect-AzAccount, Get-AzVM, and Invoke-RestMethod. There are no examples or references for Bash, Azure CLI, or Linux-native tools. The troubleshooting steps and code samples are tailored to Windows/PowerShell environments, making it difficult for Linux/macOS users to follow or adapt the instructions. Windows tools and patterns are mentioned first and exclusively, with no Linux parity.
Recommendations
  • Provide equivalent troubleshooting steps using Azure CLI (az) commands and Bash scripts for each scenario.
  • Include examples for Linux/macOS environments, such as how to authenticate with managed identities using Azure CLI.
  • Add notes or sections clarifying how Linux users can adapt PowerShell-based instructions, or link to cross-platform alternatives.
  • Ensure screenshots and UI instructions are not Windows-centric, or provide Linux/macOS equivalents where relevant.
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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 Clean Clean
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

Flagged Code Snippets