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_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits moderate Windows bias. Windows-specific tools such as WinSCP are recommended for credential validation, and a third-party base64 tool is suggested without mention of Linux-native alternatives. While some Linux commands (e.g., openssl, ssh-keygen) are included, Windows tools and patterns are mentioned first or exclusively in some troubleshooting steps. There are no explicit Linux example workflows or tool recommendations for key validation, file transfer, or troubleshooting, and the documentation does not provide parity in example commands or tool references for Linux users.
Recommendations
  • Include Linux-native tool recommendations (e.g., FileZilla, command-line sftp, scp) alongside WinSCP for credential validation and file transfer troubleshooting.
  • Provide Linux shell command examples for base64 encoding (e.g., 'base64 < private_key_file > encoded.txt') and other relevant operations.
  • Ensure that troubleshooting steps reference both Windows and Linux tools and workflows, giving equal prominence to each.
  • Add explicit Linux example workflows for common troubleshooting scenarios, such as verifying credentials, transferring files, and checking permissions.
  • Where third-party tools are suggested, mention both web-based and command-line alternatives for Linux and Windows.
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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