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 provides both Azure CLI and Azure PowerShell examples for configuring IP firewall rules for Azure Event Grid topics or domains. However, the PowerShell section is given equal prominence to the CLI section, despite PowerShell being a Windows-centric tool (even though it is available cross-platform, its usage is still heavily associated with Windows environments). There are no Linux-specific shell examples (e.g., Bash), nor are there any references to Linux tools or patterns. The ordering of examples places Azure CLI before PowerShell, which is positive, but the presence of a dedicated PowerShell section and lack of Linux-specific guidance or troubleshooting tips indicates a subtle Windows bias.
Recommendations
  • Add explicit Bash shell examples for Azure CLI usage, including variable setting and command chaining, to demonstrate Linux parity.
  • Include notes or troubleshooting tips for common Linux-specific issues (e.g., shell escaping, environment variable usage).
  • Clarify that Azure CLI commands work identically on Windows, Linux, and macOS, and provide sample commands for both Bash and PowerShell where appropriate.
  • Consider reducing the prominence of PowerShell unless there are Windows-specific scenarios, or explicitly mention cross-platform PowerShell usage.
  • Add links or references to Linux documentation or community resources for Azure Event Grid.
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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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets