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
missing_linux_example
Summary
The documentation page demonstrates a subtle Windows bias. It references Cloud Shell (which is cross-platform but often associated with Azure's web interface), and provides instructions for uploading files using Cloud Shell's GUI, which is more familiar to Windows users. There are several notes about escaping characters in Bash vs. PowerShell, but PowerShell is mentioned specifically and first, with Linux/Bash guidance appearing as an aside. There are no explicit Linux command-line examples for file upload (e.g., using scp, curl, or wget), nor is there guidance for Linux users on handling file paths or permissions. The sample models are from a C# project, which is more common on Windows. Overall, the documentation assumes a Windows-centric workflow and does not provide Linux-specific alternatives or parity in examples.
Recommendations
  • Provide explicit Linux command-line examples for uploading files to Cloud Shell (e.g., using scp, curl, or wget).
  • Include instructions for handling file paths and permissions on Linux systems.
  • Mention Bash/Linux environments first or equally when discussing shell-specific issues (e.g., escaping characters).
  • Add notes or examples for common Linux tools and workflows, such as using the terminal to copy files, rather than relying on GUI upload instructions.
  • Reference sample projects in languages common to Linux environments (e.g., Python) alongside C#.
  • Ensure that all CLI commands and troubleshooting tips are validated for both Windows and Linux shells, and call out any differences clearly.
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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
2025-08-17 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