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 moderate Windows bias. Windows-specific deployment scenarios, credential patterns, and tools (Active Directory, PowerShell Gallery, Visual Studio components) are described in detail, while Linux equivalents are either briefly mentioned or omitted. The only provided script example for connectivity testing is in PowerShell, with no Bash or Linux-native alternative. Windows tools and patterns (Active Directory, domain join, PowerShell scripts) are presented before or instead of Linux options, and Linux-specific instructions are less prominent.
Recommendations
  • Provide equivalent Linux/Bash script examples for connectivity testing and other automation tasks, not just PowerShell.
  • Include explicit Linux credential management patterns (e.g., integration with LDAP, Linux user accounts) alongside Windows/Active Directory examples.
  • Mention Linux tools (such as OpenSSH, Bash, Linux package managers) in firewall and deployment requirements, with equal detail as Windows tools.
  • Add examples and instructions for Linux-based deployments, such as joining SAP systems to Linux-based identity solutions, and clarify differences in credential storage.
  • Ensure that both Windows and Linux deployment scenarios are described with parity in detail and order of presentation.
  • Where PowerShell is referenced, also provide Bash or Python alternatives for Linux users.
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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
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

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