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
powershell_heavy
Summary
The documentation provides both cross-platform (ssh command) and Windows-specific (PuTTY) instructions for creating SSH tunnels. However, it gives significant prominence to Windows tools and patterns: PuTTY, a Windows SSH client, is given a dedicated section with detailed, step-by-step instructions and screenshots, while no equivalent graphical Linux SSH client (such as GNOME Terminal, Konsole, or tools like Remmina) is mentioned. The browser compatibility notes focus on Windows proxy settings and limitations, and troubleshooting is framed around Windows-centric browsers (Edge, Internet Explorer, Chrome on Windows). There are no Linux-specific troubleshooting tips, nor are Linux GUI SSH tools or their workflows covered.
Recommendations
  • Add a section for creating SSH tunnels using popular Linux graphical SSH clients (e.g., GNOME Terminal, Remmina, or KDE Konsole), including screenshots and step-by-step instructions.
  • Balance the browser troubleshooting and proxy configuration advice by including Linux-specific browser settings and potential issues (e.g., how to set up SOCKS5 in Firefox or Chrome on Linux, or mention Linux proxy tools like ProxyChains).
  • If mentioning Windows-specific tools like PuTTY, provide parity by referencing or linking to equivalent Linux tools and workflows.
  • Include troubleshooting tips relevant to Linux users, such as handling SSH agent forwarding, permissions, or common Linux SSH client errors.
  • Consider reordering sections so that cross-platform or Linux-native methods are presented before or alongside Windows-specific tools, to avoid a 'windows_first' impression.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed 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 Clean Clean
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