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 provides configuration examples for Azure Firewall DNS settings using the Azure Portal, Azure CLI, and Azure PowerShell. PowerShell examples are given equal prominence to CLI, but there are no Linux-specific shell examples (e.g., Bash scripts) or references to Linux-native tools. The CLI examples use Azure CLI, which is cross-platform, but the lack of explicit Linux/Bash examples and the inclusion of PowerShell (a Windows-centric tool) indicate a Windows bias. Additionally, the documentation does not mention Linux-specific patterns or troubleshooting steps, and PowerShell examples are provided for every scenario, reinforcing the bias.
Recommendations
  • Add explicit Bash examples for all CLI commands, demonstrating usage in a Linux shell environment.
  • Clarify that Azure CLI commands are cross-platform and provide sample shell environments (e.g., Bash, zsh) for Linux users.
  • Include troubleshooting or configuration notes relevant to Linux environments, such as DNS cache flushing or network interface updates.
  • Where PowerShell is mentioned, also mention Linux alternatives (e.g., Bash, Python scripts) for scripting and automation.
  • Review the ordering of examples to avoid giving PowerShell precedence over CLI or Linux-native tools.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets