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 (specifically IoT Edge for Linux on Windows/EFLOW) instructions, but Windows/PowerShell-specific tooling and workflows are heavily emphasized in the EFLOW sections. PowerShell cmdlets (e.g., Copy-EflowVMFile, Connect-EflowVm, Invoke-EflowVmCommand) are used exclusively for file transfer and port management on EFLOW, with no mention of alternative Linux-native or cross-platform methods. The EFLOW (Windows) instructions are more detailed in terms of Windows-specific tooling, and PowerShell is presented as the primary interface for EFLOW management, which may disadvantage users more familiar with Linux-native workflows. The Linux instructions are present and functional, but the Windows/PowerShell approach is more prominent and sometimes appears first or with more detailed steps.
Recommendations
  • For EFLOW, provide alternative instructions using standard SSH/SCP/SFTP for file transfer and remote command execution, not just PowerShell cmdlets, to support users on non-Windows platforms or those preferring Linux-native tools.
  • Where PowerShell is used for port management (e.g., opening ports with Invoke-EflowVmCommand), offer equivalent instructions for users who may access EFLOW via SSH or other means.
  • Clarify that PowerShell cmdlets are one option and that standard Linux tools can also be used within the EFLOW VM, making the documentation more inclusive for Linux users.
  • Consider presenting Linux-native instructions first or in parallel, rather than defaulting to Windows/PowerShell-centric workflows for EFLOW.
  • Explicitly mention cross-platform alternatives and note any limitations or prerequisites for each approach.
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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

   # Copy the Edge CA certificate and key
   Copy-EflowVMFile -fromFile <path>\certs\iot-edge-device-ca-<cert name>-full-chain.cert.pem -toFile ~/iot-edge-device-ca-<cert name>-full-chain.cert.pem -pushFile
   Copy-EflowVMFile -fromFile <path>\private\iot-edge-device-ca-<cert name>.key.pem -toFile ~/iot-edge-device-ca-<cert name>.key.pem -pushFile

   # Copy the root CA certificate
   Copy-EflowVMFile -fromFile <path>\certs\azure-iot-test-only.root.ca.cert.pem -toFile ~/azure-iot-test-only.root.ca.cert.pem -pushFile
   
   Connect-EflowVm
   
   # Open MQTT port
   Invoke-EflowVmCommand "sudo iptables -A INPUT -p tcp --dport 8883 -j ACCEPT"

   # Open AMQP port
   Invoke-EflowVmCommand "sudo iptables -A INPUT -p tcp --dport 5671 -j ACCEPT"

   # Open HTTPS/MQTT+WS/AMQP+WS port
   Invoke-EflowVmCommand "sudo iptables -A INPUT -p tcp --dport 443 -j ACCEPT"

   # Save the iptables rules
   Invoke-EflowVmCommand "sudo iptables-save | sudo tee /etc/systemd/scripts/ip4save"