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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing a detailed Azure PowerShell example for configuring firewall rules, while not offering equivalent command-line examples for Linux users (e.g., Bash or Azure CLI scripting). The PowerShell example is given its own section and is more comprehensive than the brief mention of Azure CLI. There is no explicit Linux/Bash example, and the CLI section lacks sample commands. The deployment instructions for ARM templates link to a PowerShell deployment guide, further reinforcing the Windows-centric approach.
Recommendations
  • Add detailed Azure CLI examples for managing firewall rules, including sample commands for adding, listing, updating, and removing IP rules, similar in depth to the PowerShell example.
  • Provide Bash scripting examples for ARM template deployment, or at least link to cross-platform deployment instructions (e.g., Azure CLI or Bash).
  • Ensure that Azure CLI examples are presented before or alongside PowerShell examples to avoid the impression of Windows-first bias.
  • Explicitly mention that all Azure CLI commands work cross-platform (Windows, Linux, macOS) to encourage non-Windows users.
  • Where possible, include screenshots or references to command-line tools available on Linux/macOS, not just the Azure portal or PowerShell.
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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
2025-08-29 00:01 #95 completed Clean Clean
2025-07-29 00:01 #64 completed 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