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 configuration examples using Azure CLI, PowerShell, and ARM templates. PowerShell, a Windows-centric tool, is given a dedicated section with both creation and update examples, while Linux-native tools (such as Bash scripting or cloud-init) are not mentioned. The reference to Azure SDK for .NET further reinforces a Windows/Windows developer bias. There are no Linux-specific examples or explicit parity for Linux users beyond the Azure CLI, which is cross-platform but presented generically.
Recommendations
  • Add explicit Bash shell examples for Azure CLI usage, showing Linux command-line patterns (e.g., environment variables, piping, jq for JSON parsing).
  • Include instructions or examples for using cloud-init or Ansible for buffer configuration, which are popular on Linux.
  • Mention that Azure CLI is cross-platform and provide OS-specific installation or usage notes.
  • Reference Azure SDKs for other languages (e.g., Python, Java) that are popular in Linux environments.
  • Clarify any platform-specific limitations or differences in the 'Limitations' section, especially regarding PowerShell support on Linux.
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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

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