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
Summary
The documentation page presents both Azure PowerShell and Azure CLI examples for network security group configuration, but consistently lists PowerShell examples before CLI, and provides more detailed PowerShell scripts. This ordering and emphasis may subtly prioritize Windows users and workflows, as PowerShell is primarily associated with Windows environments, despite its cross-platform availability. There are no explicit Linux shell (bash) examples for Azure resource management, though Linux is referenced in DNS and validation sections.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first to avoid implicit prioritization of Windows tooling.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users, and provide bash shell script examples where appropriate.
  • Add a section or callout for Linux users, clarifying recommended tools and workflows for managing Azure resources.
  • Ensure parity in detail and completeness between PowerShell and CLI examples.
  • Consider including sample scripts for resource management using bash or other Linux-native tools, 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets