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_first
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a Windows bias by consistently presenting Azure PowerShell examples alongside or before Linux-friendly alternatives, such as Azure CLI. PowerShell is a Windows-centric tool, and its usage is highlighted in Cloud Shell and example sections. The documentation also references Windows tools and patterns (PowerShell, Azure portal screenshots) without providing equivalent Linux shell or scripting examples beyond Azure CLI. There is no explicit mention of Linux-specific tools or workflows, and PowerShell examples are given equal prominence to CLI, which may disadvantage Linux users.
Recommendations
  • Add explicit Bash-only examples for sending events, using curl and jq, outside of Azure CLI context.
  • Clarify that Azure CLI commands work natively on Linux, macOS, and Windows, and provide guidance for installing CLI on Linux.
  • Reduce reliance on PowerShell examples or move them after CLI/Bash examples to avoid Windows-first impression.
  • Include screenshots or instructions for Linux terminal environments, not just Azure portal and PowerShell.
  • Mention that Cloud Shell supports Bash and show Bash usage as the primary example for cross-platform parity.
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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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-01 00:00 #67 completed 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