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_tools
powershell_heavy
windows_first
Summary
The documentation page exhibits mild Windows bias through its tooling references and example ordering. The only OS-specific tool mentioned by name is the PowerShell cmdlet (Get-AzGuestConfigurationAssignment), which is listed in the API/programmatic access table without an equivalent Linux shell example. While CLI and REST API options are referenced (which are cross-platform), the explicit mention of PowerShell and lack of Linux shell (bash) or scripting examples suggests a preference for Windows environments. Additionally, the Power BI export is highlighted, which is primarily a Windows tool, and appears before mentioning other cross-platform dashboarding options.
Recommendations
  • Add explicit Linux shell (bash) examples for querying compliance data, such as using az CLI commands in bash scripts.
  • Include references to Linux-native tools for reporting and dashboarding, such as integrating with Grafana or Kibana, alongside Power BI.
  • Mention cross-platform scripting approaches (e.g., Python, bash) for programmatic access, not just PowerShell.
  • Where PowerShell cmdlets are referenced, provide equivalent Linux command-line or scripting alternatives.
  • Clarify that all CLI and REST API examples are cross-platform, and provide sample usage for both Windows and Linux environments.
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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

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