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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples and references before Azure CLI or ARM template instructions. There are no explicit Linux shell or cross-platform examples, and the PowerShell workflow is described in more detail, including update steps, while the CLI and ARM template sections are brief. The focus on PowerShell as the primary example and lack of Linux-native command-line (e.g., Bash) or cross-platform scripting guidance may disadvantage Linux users.
Recommendations
  • Provide equivalent Bash/Azure CLI examples for all operations, including updating an existing Azure Firewall (not just deployment).
  • Ensure that Azure CLI instructions are as detailed as the PowerShell ones, including update scenarios.
  • Present CLI and ARM template examples before or alongside PowerShell to avoid the perception of Windows-first bias.
  • Explicitly mention that Azure CLI commands work cross-platform (Windows, Linux, macOS) and provide sample shell commands.
  • Where possible, include screenshots or code blocks that demonstrate the use of CLI in a Linux shell environment.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets