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
powershell_heavy
windows_first
Summary
The documentation page lists Windows-specific tools (PowerShell) alongside cross-platform options (CLI, VS Code), and includes PowerShell as a primary method for managing IoT resources. Windows tools are mentioned explicitly and given equal prominence to cross-platform tools, with no explicit Linux/macOS alternatives or examples. The ordering in the tools table places Azure PowerShell before VS Code, which may subtly prioritize Windows workflows. No Linux/macOS-specific tools or shell examples are provided, and there is no mention of platform-specific considerations for Linux users.
Recommendations
  • Add explicit Linux/macOS shell examples (e.g., bash) for common tasks, especially where PowerShell is mentioned.
  • Clarify which tools are cross-platform and which are Windows-only, including notes on installation and usage for Linux/macOS.
  • Include Linux-native tools or workflows (e.g., bash scripts, package managers) where relevant.
  • Reorder tool lists to start with cross-platform options (CLI, VS Code) before Windows-specific tools.
  • Provide links or references to Linux/macOS documentation for Azure IoT development.
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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