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 PowerShell examples are consistently shown before CLI examples. This ordering, along with extensive PowerShell scripting, may suggest a Windows-first or PowerShell-heavy bias. However, the DNS configuration examples are Linux-centric, and the network validation tool is recommended for Linux VMs, which helps balance the bias. No explicit Windows-only tools or missing Linux examples are present.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first to improve parity for Linux users.
  • Explicitly state that Azure CLI works cross-platform and is recommended for Linux/macOS users.
  • Add Bash shell script equivalents for network configuration steps where appropriate.
  • Include a short section highlighting platform-neutral approaches (e.g., using ARM templates or Terraform) for advanced users.
  • Clarify that PowerShell is available on Linux and macOS, but CLI may be more familiar to Linux users.
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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