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
Summary
The documentation provides examples for Azure CLI, PowerShell, and ARM templates. PowerShell (a Windows-centric tool) is given a dedicated section with both creation and update examples, while Linux/macOS-native alternatives (such as Bash scripting or cross-platform SDKs) are not mentioned. The reference link is to the .NET SDK, which is also more common on Windows. PowerShell examples are shown before ARM templates, and no Linux/macOS-specific guidance is provided.
Recommendations
  • Add explicit Bash or shell script examples for Linux/macOS users, especially for tasks shown in PowerShell.
  • Include references to cross-platform SDKs (e.g., Python, Java) and provide example code snippets.
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS.
  • If PowerShell is shown, also show equivalent Bash or shell commands for parity.
  • Reference documentation for Linux/macOS users (e.g., Azure CLI installation guides for those platforms).
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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 Biased Biased

Flagged Code Snippets