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
Summary
The documentation page demonstrates a mild Windows bias in its presentation of tools and examples. In the 'Tools to connect and manage devices' section, Windows-centric tools such as Azure PowerShell are listed alongside cross-platform options, and PowerShell is mentioned before Linux-specific alternatives. There is no explicit mention of Linux-specific tools or shell examples (e.g., Bash), and Windows tools (PowerShell, Azure portal) are presented as primary options. The documentation does mention Linux as a supported OS for general device development, but does not provide Linux-first or Linux-specific guidance or examples.
Recommendations
  • Add explicit Linux shell (Bash) examples for common tasks, such as creating and managing IoT hubs.
  • Include Linux-specific tools or workflows (e.g., reference to using Azure CLI on Linux, or using native Linux utilities for device management).
  • Balance the order of tool presentation by listing cross-platform tools (Azure CLI, VS Code) before Windows-specific tools (PowerShell).
  • Mention package managers and installation instructions for Linux environments where relevant.
  • Provide links to Linux-focused tutorials or documentation, if available.
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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
2025-08-27 00:01 #93 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