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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell, a Windows-centric tool, with no mention of Linux equivalents (such as Azure CLI or SSH). The workflow assumes use of RDP, which is primarily a Windows protocol, and does not provide guidance for connecting from Linux or macOS clients. The 'Next steps' section lists PowerShell and Visual Studio (both Windows-focused) before mentioning templates, and omits Azure CLI or Linux-native tools.
Recommendations
  • Add Azure CLI examples for managing the Remote Desktop extension, including enabling, updating, and removing it.
  • Include instructions for connecting to role instances using RDP from Linux and macOS clients (e.g., using 'xfreerdp', 'remmina', or 'mstsc' alternatives).
  • Mention SSH as an alternative for Linux-based role instances, if supported.
  • Reorder 'Next steps' to present cross-platform tools (Azure CLI, templates) before Windows-specific tools (PowerShell, Visual Studio).
  • Explicitly state platform requirements and provide parity guidance for non-Windows users.
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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 Clean Clean
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