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
windows_heavy_language
missing_linux_example
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a clear Windows bias. Windows is referenced first and most frequently in prerequisites and sample instructions, with explicit mentions of 'Windows-based machine' and 'Windows command prompt.' Linux equivalents are not provided for key steps such as running commands, creating projects, or editing files. The Java section states that the article uses Windows, and the certificate generation instructions rely on Git Bash (a Windows tool), without mentioning native Linux alternatives. The overall workflow and tooling are described from a Windows-centric perspective, with Linux compatibility only briefly acknowledged.
Recommendations
  • Provide explicit Linux instructions and examples alongside Windows steps, especially for command-line operations and file paths.
  • Use neutral language such as 'on your development machine' instead of 'on your Windows-based machine.'
  • Include Linux shell commands (bash, sh) and file path formats in code samples and instructions.
  • Mention and demonstrate Linux-native tools for certificate generation and editing, such as OpenSSL and standard Linux text editors.
  • Clarify that all SDKs and samples work on both Windows and Linux, and show how to run them on each platform.
  • Avoid referencing Windows-specific tools (e.g., Git Bash) as the primary method; provide Linux alternatives or note cross-platform options.
  • Add screenshots or terminal outputs from Linux environments where appropriate.
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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
2025-09-15 00:00 #112 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