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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing extensive examples using Azure PowerShell and classic PowerShell cmdlets, which are primarily Windows-centric. The Cloud Services section is exclusively documented with PowerShell commands, with no Azure CLI or Linux-native instructions. While Azure CLI examples are present for Public IP resources, there are no bash, shell, or Linux-native DNS tool examples (e.g., dig, nslookup) for validation or verification. PowerShell is consistently presented first in example sections, reinforcing a Windows-first approach.
Recommendations
  • Add Linux-native command examples (e.g., bash, dig, nslookup) for viewing and validating reverse DNS records.
  • Provide parity for Cloud Services management by including Azure CLI or REST API instructions, if supported, or clarify platform limitations.
  • Alternate the order of examples to avoid always presenting PowerShell first; consider starting with Azure CLI or presenting both side-by-side.
  • Explicitly mention cross-platform compatibility for Azure CLI and highlight usage on Linux/macOS.
  • Where PowerShell is required, note the availability of PowerShell Core on Linux/macOS and provide installation guidance.
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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

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