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_tools
windows_first
Summary
The documentation is largely Linux/Unix-focused, with all command-line examples using Bash and Linux tools, and the main workflow assumes Ubuntu VMs. However, there is a notable section that addresses Windows users, listing several ways to obtain the ssh utility on Windows before mentioning Linux/macOS (Azure Cloud Shell, Bash on Ubuntu on Windows, Git, OpenSSH for Windows). This places Windows-specific guidance before Linux equivalents in that context. No PowerShell examples or Windows command-line tools are provided, but the explicit mention of Windows tools and patterns (e.g., Bash on Ubuntu on Windows, OpenSSH for Windows) introduces a mild Windows-first/tool bias.
Recommendations
  • When listing SSH options, mention native Linux/macOS SSH availability first, then provide Windows alternatives to avoid Windows-first ordering.
  • If referencing Windows tools, ensure parity by also mentioning common Linux/macOS alternatives where relevant, and vice versa.
  • Consider adding a short note for Windows users at the end of relevant sections, rather than interleaving Windows-specific instructions before Linux ones.
  • Maintain a consistent order (Linux/macOS first, then Windows) throughout the documentation to match the primary platform focus.
GitHub Create Pull Request

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 Biased Biased
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 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 Clean Clean