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
windows_first
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation is heavily Windows-centric, focusing exclusively on Windows Server OS families, Windows-based configuration files, and PowerShell scripts. There are no references to Linux-based guest OS families, tools, or migration paths. All examples and recommendations assume a Windows environment, with no parity for Linux users.
Recommendations
  • Include information about Linux-based guest OS families, if supported by Azure Cloud Services, and clarify if this retirement notice is Windows-only.
  • Provide equivalent command-line examples using Azure CLI (cross-platform) or Bash scripts, not just Azure PowerShell.
  • Mention migration or support options for Linux workloads, if applicable, or explicitly state that the guidance is only relevant for Windows-based services.
  • Balance references to development tools (e.g., mention VS Code or cross-platform SDKs, not just Visual Studio for Windows).
  • Clarify in the introduction whether Linux users are affected or not, to avoid confusion.
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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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-17 00:01 #83 cancelled 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