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 page demonstrates a moderate Windows bias. PowerShell is presented first in the deployment mode example section, with a Windows-style file path (c:\MyTemplates\storage.json) used in the PowerShell example. The CLI example follows, but there is no explicit mention of Linux shell usage, nor are Linux-specific considerations (such as file paths or shell environment) discussed. The 'Next steps' section links to a PowerShell-focused deployment guide before mentioning REST API operations, further reinforcing the Windows-first pattern.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first to avoid Windows-first bias.
  • Use platform-neutral file paths in examples (e.g., ./MyTemplates/storage.json) or provide both Windows and Linux path formats.
  • Explicitly mention that Azure CLI is cross-platform and provide example commands in both Bash and PowerShell where appropriate.
  • Include links to Linux-specific deployment guides or documentation alongside PowerShell guides in the 'Next steps' section.
  • Add a brief note clarifying that both PowerShell and CLI are available on multiple platforms, and highlight any platform-specific considerations.
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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 Biased Biased
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

Flagged Code Snippets