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 provides both Azure CLI and PowerShell examples for configuring Azure Firewall DNS settings, but PowerShell (a Windows-centric tool) is given equal prominence and detail as Azure CLI. There are no Linux shell-specific examples (e.g., Bash scripts), and PowerShell is referenced as a primary automation tool, which may bias the documentation toward Windows users. The use of 'devx-track-azurepowershell' in metadata and the explicit PowerShell tabs reinforce this bias. No Linux-specific tools or guidance are provided.
Recommendations
  • Add Bash shell script examples alongside PowerShell, especially for common Linux automation scenarios.
  • Clarify that Azure CLI commands work cross-platform (Windows, Linux, macOS) and provide explicit Bash usage examples where appropriate.
  • Include references to Linux-native tools (such as curl, dig, or resolvectl) for DNS troubleshooting or verification.
  • Ensure that PowerShell is not presented as the default or primary automation tool; instead, present CLI and Bash examples first or in parallel.
  • Review metadata and custom tags to ensure they do not overemphasize PowerShell or Windows-specific tooling.
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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