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 Windows bias in the certificate generation section, where instructions and examples are tailored for Windows users (e.g., opening a command prompt in %USERPROFILE%, using Powershell syntax, and referencing Windows-specific folder paths). There are no equivalent instructions or examples for Linux or macOS users, and the Windows workflow is presented first and exclusively.
Recommendations
  • Provide explicit Linux and macOS instructions for certificate generation, including terminal commands and typical folder paths.
  • Include bash/zsh shell command examples alongside Powershell, and clarify any OS-specific differences in the step CLI usage.
  • Avoid referencing Windows-specific environment variables (e.g., %USERPROFILE%) without mentioning Linux/macOS equivalents (e.g., $HOME).
  • Add a note or section indicating cross-platform compatibility for the step CLI and MQTTX app, with links to installation guides for all major operating systems.
  • Ensure screenshots and UI instructions are not Windows-centric, or supplement with Linux/macOS visuals where relevant.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets