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
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All device setup and deployment instructions are exclusively for Windows environments, specifically using PowerShell and Windows-specific tools (e.g., Hyper-V, MSI installers, PowerShell cmdlets). There are no instructions or examples for setting up IoT Edge on native Linux devices, nor are Linux equivalents (e.g., bash scripts, Linux package managers) mentioned. The page assumes the user is working from a Windows device and only provides Linux commands after the device is provisioned, not for initial setup or installation.
Recommendations
  • Add parallel instructions for setting up Azure IoT Edge on native Linux devices, including prerequisites, installation, and provisioning steps using bash and Linux package managers (apt, yum, etc.).
  • Provide Linux-specific examples for device setup, such as enabling virtualization (KVM), downloading and installing IoT Edge packages, and configuring the runtime.
  • Ensure that Linux instructions are presented alongside Windows instructions, or in a separate section, rather than only after Windows setup is complete.
  • Reference Linux tools and patterns (e.g., SSH, systemctl, shell scripts) where appropriate, and avoid assuming PowerShell is the only remote management solution.
  • Clarify in the introduction that the quickstart is Windows-specific, and link to equivalent Linux quickstart guides 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
2025-08-22 00:01 #88 completed 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

Flagged Code Snippets