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
powershell_heavy
windows_first
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias, particularly in the CLI section for cloud-based solutions, where PowerShell examples and references are presented before Azure CLI equivalents. PowerShell is highlighted as a primary automation tool for cloud-based IoT management, with dedicated links and reference documentation, while Linux-native tools and patterns (e.g., Bash scripting, Linux shell usage) are not mentioned. The inclusion of 'PowerShell functions for IoT Edge for Linux on Windows' further reinforces a Windows-centric approach. Although Azure CLI examples are present, they are introduced after PowerShell, and there is no explicit mention of Linux-specific workflows or parity.
Recommendations
  • Present Azure CLI and PowerShell examples side-by-side or in parallel, rather than listing PowerShell first for cloud-based solutions.
  • Explicitly mention Linux compatibility and workflows, such as Bash scripting or Linux shell usage, especially in automation sections.
  • Include links to Linux-specific documentation or troubleshooting guides where relevant.
  • Avoid referencing Windows-only tools (e.g., PowerShell functions for IoT Edge for Linux on Windows) without providing Linux-native alternatives or context.
  • Add a short section or note clarifying that all CLI tools (Azure CLI, Bicep, ARM templates) are cross-platform and provide guidance 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
2025-08-17 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