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 demonstrates mild Windows bias by referencing Windows-specific tools (PowerShell cmdlet) in its API/SDK table, listing the PowerShell example before Linux equivalents, and mentioning Power BI (a Windows-centric reporting tool) for dashboard integration. There are no explicit Linux command-line examples or references to Linux-native tools (such as Bash, shell scripts, or Linux reporting solutions), and the only CLI examples are generic 'az' CLI commands, which are cross-platform but not specifically highlighted for Linux usage.
Recommendations
  • Include explicit Linux command-line examples (e.g., Bash scripts using az CLI) for querying compliance data.
  • Reference Linux-native reporting and dashboard tools (such as Grafana or Kibana) alongside Power BI.
  • Provide parity in SDK/API documentation by listing Linux-friendly tools (e.g., Bash, curl, jq) and showing how to use them to access compliance data.
  • Avoid listing Windows/PowerShell tools before cross-platform or Linux equivalents; present them side-by-side or in separate, clearly labeled sections.
  • Add screenshots or walkthroughs from Linux environments where possible, not just Azure Portal or Windows-centric interfaces.
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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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