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 strong Windows bias, primarily through the exclusive use of PowerShell scripts and Windows-centric tooling (e.g., MARS agent, DPM server, ARMClient with Windows file paths). All code examples and automation instructions are provided using PowerShell, with no equivalent Bash, Azure CLI, or Linux-native instructions. The guidance for role creation, DNS entry management, and private endpoint setup is Windows/PowerShell-first, and there are no Linux-specific agent or tool references. The documentation assumes the reader is using Windows environments and tools, omitting Linux alternatives and examples.
Recommendations
  • Provide Azure CLI and Bash script equivalents for all PowerShell examples, including role creation, DNS record management, and private endpoint setup.
  • Include instructions for using ARMClient or REST API calls from Linux/macOS environments, avoiding Windows-specific file paths (e.g., C:\<filepath>).
  • Reference Linux-compatible backup agents (such as Azure Backup for Linux VMs) and provide guidance for their use with private endpoints.
  • Add examples for managing permissions, DNS entries, and private endpoints using Linux-native tools and workflows.
  • Ensure that automation scripts and downloadable resources are cross-platform or provide separate versions for Linux users.
  • Explicitly mention platform compatibility and provide parity in troubleshooting steps for both Windows and Linux environments.
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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