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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation demonstrates a Windows bias in several areas. When providing instructions for testing cluster connectivity, only a Windows 10 VM is used as the example, with RDP as the access method. The instructions for testing SSH access begin with opening a Windows command prompt, with no mention of Linux or cross-platform alternatives. References to PowerShell are present, and while Azure CLI is mentioned, the PowerShell example is listed first. There are no explicit Linux VM deployment examples, nor are Linux-specific tools or patterns discussed.
Recommendations
  • Include Linux VM deployment instructions and examples alongside Windows VM instructions for connectivity testing.
  • Provide SSH testing steps using native Linux/macOS terminals, not just Windows command prompt.
  • Present Azure CLI and PowerShell examples together, or alternate which is listed first.
  • Mention cross-platform tools (e.g., OpenSSH, Bash) where relevant, and avoid assuming Windows-only environments.
  • Clarify that the steps are applicable to both Windows and Linux environments, and provide parity in screenshots and configuration tables.
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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
2025-09-06 00:00 #103 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets