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
windows_tools
Summary
The documentation demonstrates a mild Windows bias. In the only SFTP command example, the code block is marked as 'powershell', and the text references OpenSSH documentation specifically for Windows Server. There is no explicit Linux example or mention of Linux-native tools or workflows, and the only linked SSH overview is for 'SSH from Windows'. While the SFTP protocol itself is cross-platform and the client list includes both Windows and Linux tools, the documentation's examples and references prioritize Windows environments.
Recommendations
  • Provide SFTP command examples in a neutral shell format (e.g., bash) or include both Windows (PowerShell/CMD) and Linux (bash) examples side by side.
  • Reference both Windows and Linux OpenSSH documentation, or provide a generic OpenSSH link.
  • Explicitly mention that SFTP and SSH key management steps are the same on Linux/macOS, and provide links to relevant Linux documentation.
  • Avoid marking generic SFTP command blocks as 'powershell' unless they use PowerShell-specific syntax.
  • Include Linux-native tools (e.g., sftp, scp, ssh-keygen) in examples and tool recommendations where appropriate.
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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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets