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
windows_tools
Summary
The documentation page demonstrates a Windows bias by consistently presenting Azure PowerShell examples before Azure CLI, referencing PowerShell-specific tooling, and using PowerShell syntax throughout. The Azure classic CLI is included, but there are no explicit Linux shell (bash/zsh) or cross-platform scripting examples, nor is there mention of Linux-native DNS tools (e.g., dig, nsupdate) for validation or management. The repeated use of PowerShell and its placement before CLI examples suggests a prioritization of Windows workflows.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI first to reflect cross-platform parity.
  • Explicitly mention that Azure CLI works natively on Linux, macOS, and Windows, and provide bash/zsh shell examples where appropriate.
  • Include examples using common Linux DNS utilities (e.g., dig, nsupdate) to validate or query DNS records after creation.
  • Add notes or sections for Linux users, such as installation instructions for Azure CLI on Linux and integration with Linux automation tools.
  • Avoid using only PowerShell-specific syntax in explanations; provide generic or cross-platform command-line patterns where possible.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets