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 demonstrates a clear Windows bias: instructions and examples are consistently written for Windows environments, with explicit references to Windows tools (Visual Studio, CMD, Git Bash, etc.) and Windows-specific workflows. Linux and macOS alternatives are either mentioned as afterthoughts or deferred to external documentation, and there are no concrete, step-by-step Linux shell examples. Environment setup, build, and run instructions are all Windows-centric, and the use of Windows command prompts and tools is pervasive.
Recommendations
  • Provide parallel Linux (and macOS) instructions alongside Windows steps, including shell commands (bash) for cloning, building, and running samples.
  • List Linux prerequisites (e.g., gcc, make, cmake, mono/dotnet, openjdk, python3, pip, etc.) explicitly in the prerequisites section, not just as a link to external documentation.
  • For each programming language, include Linux-specific build and run commands (e.g., using make/gcc for C, dotnet on Linux, npm/node, python3, mvn/java) and clarify any differences in environment variable syntax (export vs set).
  • When referencing tools like Visual Studio, also mention and provide instructions for Linux alternatives (e.g., gcc/g++, VS Code, CLion, etc.).
  • Avoid phrases like 'on your Windows-based machine' unless the instructions are truly Windows-only; otherwise, use neutral language or provide both OS options.
  • Include screenshots or terminal output from Linux environments where possible, not just Windows.
  • If certain steps are only possible on Windows, clearly state this and provide workarounds or alternatives for Linux/macOS users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
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

    set PROVISIONING_HOST=<provisioning-global-endpoint>
    
    mkdir cmake
    cd cmake
    
    \azure-iot-sdk-c\cmake\azure_iot_sdks.sln

    
    set PROVISIONING_IDSCOPE=<id-scope>
    
    set PROVISIONING_REGISTRATION_ID=<registration-id>
    
    set PROVISIONING_IDSCOPE=<id-scope>
    
    set PROVISIONING_SYMMETRIC_KEY=<primarykey>
    
    cd azure-iot-sdk-java\provisioning\provisioning-device-client-samples\provisioning-symmetrickey-individual-sample