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 page exhibits mild Windows bias, primarily through repeated references to Windows-based OPC UA server tools (KEPServerEx) and configuration UIs, and by mentioning Windows options before Linux alternatives. PowerShell examples are provided alongside Bash, but no macOS-specific guidance is given. The use of Azure CLI and Kubernetes tools is cross-platform, and Bash examples are present throughout, but Windows-centric references may create friction for Linux/macOS users.
Recommendations
  • Add explicit examples or references for Linux and macOS OPC UA server certificate export workflows, such as typical file paths or commands.
  • Mention popular Linux OPC UA servers (e.g., open62541, Prosys, Unified Automation) and how to export certificates from them.
  • Provide macOS-specific notes where relevant, especially for file handling and CLI usage.
  • Ensure that non-Windows tools and interfaces are mentioned with equal prominence to Windows ones.
  • Where PowerShell is used, clarify that Bash commands are suitable for both Linux and macOS, and consider adding zsh/fish shell notes if relevant.
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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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean

Flagged Code Snippets