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
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides both Linux and Windows instructions, but the Windows/PowerShell tooling for EFLOW is heavily featured, with custom PowerShell cmdlets (Copy-EflowVMFile, Connect-EflowVm, Invoke-EflowVmCommand) described in detail. These Windows-specific tools are mentioned before or more prominently than their Linux equivalents, and the EFLOW (Windows) workflow is more complex and tool-driven. Linux instructions use standard commands, but Windows/PowerShell examples are given more space and detail, potentially making Windows seem like the primary platform.
Recommendations
  • Provide equivalent Linux/macOS tooling or scripts for certificate transfer and port management, and mention them with equal prominence.
  • Ensure Linux instructions are as detailed as Windows/PowerShell ones, especially for tasks like copying files and opening ports.
  • Consider listing Linux instructions first or side-by-side with Windows to avoid 'windows_first' impression.
  • Add explicit guidance for macOS users where applicable, or clarify platform limitations.
  • Where custom PowerShell cmdlets are used, offer Bash or cross-platform alternatives if possible.
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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
2025-09-16 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
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-22 00:01 #88 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