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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation presents Windows instructions and tooling first, with detailed registry and firewall steps, including explicit command-line examples (REG ADD) and references to Windows-specific tools (cspsconfigtool.exe, GPO, Windows Firewall). Linux instructions are provided but lack equivalent command-line examples and omit details for Linux-specific security/firewall configuration. Windows ports (SMB, WMI) are listed in the note, but Linux-relevant ports (SSH, SFTP) are not. The anti-virus exclusion example is Windows-only.
Recommendations
  • Present Linux and Windows instructions in parallel or alternate order to avoid Windows-first bias.
  • Add Linux command-line examples for editing sshd_config, restarting sshd, and managing firewall rules (e.g., using ufw, firewalld, or iptables).
  • Include Linux-specific anti-virus exclusion paths and instructions.
  • List Linux-relevant ports (e.g., 22 for SSH, SFTP) in the port requirements note.
  • Clarify if cspsconfigtool.exe is available for Linux or provide Linux alternatives.
  • Provide examples for Linux account creation and permissions analogous to Windows steps.
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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