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 exhibits a Windows bias by providing extensive PowerShell-based instructions and scripts, referencing Windows-specific tools (such as MARS Agent, DPM server, and domain controller DNS Manager), and omitting equivalent Linux CLI or automation examples. The use of Windows paths (e.g., C:\<filepath>), reliance on PowerShell for role creation and DNS management, and instructions for uploading scripts in the PowerShell Cloud Shell further reinforce this bias. There are no bash/az CLI examples, nor is there guidance for Linux-based DNS management or automation workflows.
Recommendations
  • Add equivalent examples using Azure CLI (az) and bash scripts for all PowerShell instructions, including role creation, private endpoint management, and DNS record updates.
  • Provide guidance for Linux administrators on managing DNS (e.g., using bind, dnsmasq, or systemd-resolved) and scripting DNS entries.
  • Include instructions for uploading and running scripts in the Bash Cloud Shell, not just PowerShell.
  • Reference Linux-compatible tools and workflows for backup agents and DNS management, or clarify cross-platform support where Windows-specific tools are mentioned.
  • Use platform-neutral file paths and terminology, or provide both Windows and Linux examples where file paths/scripts are referenced.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets