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_tools
missing_linux_example
windows_first
Summary
The documentation page exclusively uses PowerShell and Windows-centric tooling for all examples and instructions, including module installation, scripting, and credential management. There are no references to Linux-native tools, Bash, or cross-platform alternatives. All steps assume familiarity with PowerShell and Windows environments, and there is no guidance for users who may prefer or require Linux-based automation approaches.
Recommendations
  • Provide equivalent examples using AWS CLI and Bash scripts for Linux users.
  • Include instructions for installing and using AWS CLI or SDKs in Azure Automation, highlighting cross-platform compatibility.
  • Mention how to author and run Python or Bash runbooks in Azure Automation for AWS VM provisioning.
  • Add notes or sections clarifying platform requirements and offering parity for Linux/macOS users.
  • Ensure that credential management examples include both PowerShell and Linux CLI methods.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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