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
powershell_heavy
windows_first
Summary
The documentation provides both Linux and Windows instructions, but the Windows (EFLOW) sections make heavy use of PowerShell-specific cmdlets and tools (e.g., Copy-EflowVMFile, Invoke-EflowVmCommand) without Linux equivalents. Windows/PowerShell examples are given in detail, and Windows-specific tooling is referenced before or more prominently than standard Linux methods. The Linux instructions are present and generally sufficient, but Windows tooling is emphasized, and some steps (like opening ports) are shown only with PowerShell for EFLOW, not with standard Linux firewall commands.
Recommendations
  • For every PowerShell/Windows-specific command, provide an equivalent Linux command or method (e.g., use scp for file copy, iptables or ufw for firewall configuration).
  • When introducing tools or workflows, mention Linux-native options first or equally alongside Windows/PowerShell options.
  • Add explicit Linux instructions for opening ports (e.g., iptables, ufw) in the IoT Edge section, not just in the EFLOW/Windows section.
  • Clarify when steps are OS-specific and ensure parity in detail and guidance for both platforms.
  • Avoid referencing Windows/PowerShell documentation or tools before Linux equivalents unless contextually necessary.
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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