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
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. While the Azure CLI is used for resource setup (which is cross-platform), the tutorial's code and instructions focus exclusively on .NET/C# and reference Windows-centric development patterns. The simulated device app is a C# console application, and instructions for running it use 'dotnet' commands but do not mention Linux-specific considerations (such as permissions, mono, or shell differences). There are no examples or screenshots showing Linux terminals, nor any mention of alternative Linux tools or shell environments. PowerShell is mentioned as an option for resource creation, but no Bash or Linux shell scripts are provided. The documentation assumes familiarity with Windows development environments and does not provide parity for Linux users.
Recommendations
  • Add explicit instructions and examples for running the simulated device app on Linux, including any required dependencies or environment setup.
  • Include screenshots or terminal examples from Linux environments (e.g., Ubuntu, bash shell) alongside Windows examples.
  • Mention Linux-specific considerations for .NET Core (such as permissions, package managers, or troubleshooting common Linux issues).
  • Provide Bash shell script equivalents for resource setup, or clarify that Azure CLI commands work identically on Linux and macOS.
  • Reference Linux tools and patterns (such as using 'chmod', 'nano', or 'vi' for editing files) where appropriate.
  • Clarify that the tutorial is cross-platform and highlight any steps that differ between Windows and Linux.
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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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets