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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation demonstrates a clear Windows bias: it is explicitly written for a Windows environment, with Windows-specific tools (Visual Studio, Windows command prompt, Git Bash for Windows, winpty), and Windows instructions always presented first or exclusively. Linux and macOS are only referenced as alternatives, often via links to external SDK documentation, and not given equal, inline treatment. In many sections, only Windows command-line examples are shown, or the Linux equivalents are relegated to secondary tabs or notes. Some steps (e.g., opening Visual Studio, using Windows command prompt) have no direct Linux equivalent described, and the overall workflow assumes a Windows user.
Recommendations
  • Provide Linux (and macOS) instructions and examples inline, not just as links or secondary tabs. For each step, show both Windows and Linux commands side-by-side.
  • Avoid assuming the use of Windows-specific tools (e.g., Visual Studio) as the default; instead, offer cross-platform alternatives (e.g., GCC/Clang, VS Code, or JetBrains IDEs).
  • Where Git Bash or winpty is used for Windows, clarify the native Linux equivalent (plain Bash, no winpty needed).
  • For environment setup, give equal detail for Linux (package managers, build tools, etc.), not just refer to SDK docs.
  • In all code and command examples, present both Windows and Linux syntax, and avoid Windows-only command prompt instructions.
  • Consider restructuring the quickstart to have parallel sections for Windows and Linux/macOS, or use clear pivots/tabs for each OS, ensuring parity in depth and clarity.
GitHub Create Pull Request

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
2025-09-03 00:00 #100 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
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

    set X509_CERT_FILE=./device-cert.pem
    set X509_KEY_FILE=./device-key.pem
    set PASS_PHRASE=1234
    
    winpty openssl req -outform PEM -x509 -sha256 -newkey rsa:4096 -keyout device-key.pem -out device-cert.pem -days 30 -extensions usr_cert -addext extendedKeyUsage=clientAuth -subj "//CN=my-x509-device"
    
    winpty openssl pkcs12 -inkey device-key.pem -in device-cert.pem -export -out certificate.pfx
    
    set CERTIFICATE_FILE=.\device-cert.pem
    set KEY_FILE=.\unencrypted-device-key.pem
    
    cd .\azure-iot-sdk-node\provisioning\device\samples
    npm install
    
    set PROVISIONING_HOST=global.azure-devices-provisioning.net
    set PROVISIONING_IDSCOPE=<id-scope>