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 development tools. 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. While Azure CLI and VS Code are cross-platform, there are no explicit Linux-specific examples or mentions of Linux-native tools (e.g., bash scripts, Linux package managers, or Linux desktop environments). The documentation also references Windows as a general-purpose OS before Linux in several places, and does not provide parity in examples or instructions for Linux users.
Recommendations
  • Add explicit Linux examples and instructions, such as using bash or Linux terminal commands for device management.
  • Mention Linux as a general-purpose OS before or alongside Windows in relevant sections to avoid 'windows_first' ordering.
  • Include references to Linux-native tools (e.g., GNOME Terminal, KDE, or Linux package managers) where appropriate.
  • Provide links to Linux-specific tutorials or documentation for Azure IoT development.
  • Clarify that Azure CLI and VS Code are cross-platform, and provide installation instructions for Linux.
  • Consider adding a table column or notes indicating OS compatibility for each tool listed.
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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