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

Bias Types:
⚠️ windows_first
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation provides both Linux (Ubuntu/K3S) and Windows (AKS Edge Essentials) setup instructions, but there is a noticeable Windows bias in several areas. Windows-specific tools and instructions (e.g., PowerShell, Windows Control Panel, netsh, New-NetFirewallRule) are detailed, especially in network and firewall configuration, without equivalent Linux guidance. The Arc-enablement and network configuration steps are shown primarily with PowerShell and Windows command-line tools, and there are missing or less detailed Linux equivalents for these steps. Additionally, PowerShell is used for Azure CLI commands even in sections that could be cross-platform.
Recommendations:
  • Provide Linux (bash) equivalents for all PowerShell and Windows command-line examples, especially for Azure CLI, environment variable setting, and network/firewall configuration.
  • Include instructions for configuring firewalls and port forwarding on Linux (e.g., using ufw, iptables, or firewalld) alongside the Windows-specific steps.
  • When presenting cross-platform commands (like az CLI), use bash syntax and variables in parallel with PowerShell, or default to bash for neutrality.
  • Ensure that Linux UI and CLI methods for DNS configuration are as detailed as the Windows UI steps.
  • Avoid using Windows-first ordering in sections that are not inherently OS-specific; consider presenting Linux and Windows instructions in parallel tabs or sections.
  • Review for any other Windows-only tools or terminology and provide Linux alternatives where possible.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-09-07 00:00 #104 completed ✅ Clean
2025-09-06 00:00 #103 completed ✅ Clean
2025-09-05 00:00 #102 completed ✅ Clean
2025-09-04 00:00 #101 completed ✅ Clean
2025-09-03 00:00 #100 completed ✅ Clean
2025-08-29 00:01 #95 completed ✅ Clean
2025-08-27 00:01 #93 in_progress ✅ Clean
2025-08-22 00:01 #88 completed ✅ Clean
2025-08-21 00:01 #87 in_progress ✅ Clean
2025-08-20 00:01 #86 completed ✅ Clean
2025-08-19 00:01 #85 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets

New-NetFirewallRule -DisplayName "MQTT broker" -Direction Inbound -Protocol TCP -LocalPort 18883 -Action Allow
# Id of the subscription where your resource group and Arc-enabled cluster will be created $SUBSCRIPTION_ID = "<subscription-id>" # Azure region where the created resource group will be located # Currently supported regions: : "westus3" or "eastus2" $LOCATION = "WestUS3" # Name of a new resource group to create which will hold the Arc-enabled cluster and Azure IoT Operations resources $RESOURCE_GROUP = "<resource-group-name>" # Name of the Arc-enabled cluster to create in your resource group $CLUSTER_NAME = "<cluster-name>"
netsh interface portproxy add v4tov4 listenport=18883 listenaddress=0.0.0.0 connectport=18883 connectaddress=<aio-broker IP address>