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
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Azure PowerShell and classic PowerShell examples, referencing Windows-centric tools and patterns, and omitting explicit Linux shell (bash) or cross-platform scripting examples. Although Azure CLI is included, which is cross-platform, there are no native Linux shell commands (e.g., curl, dig, nslookup) or guidance for Linux users. The Cloud Services section is exclusively PowerShell-based, with no CLI or Linux alternatives.
Recommendations
  • Add Linux shell examples (e.g., using az CLI in bash, or using dig/nslookup to verify PTR records).
  • Include explicit instructions or notes for Linux/macOS users, especially for verification steps.
  • Present Azure CLI examples before PowerShell to emphasize cross-platform parity.
  • Clarify that Azure CLI works on Windows, Linux, and macOS, and provide installation links for each.
  • For Cloud Services, clarify if PowerShell is required or provide any available CLI or REST API alternatives.
  • Where PowerShell object manipulation is shown, offer equivalent az CLI or REST API workflows.
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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
2025-08-17 00:01 #83 cancelled 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