Bias Analysis
Detected Bias Types
windows_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page shows some Windows bias, especially in the troubleshooting section for 'InvalidNetworkConfigurationErrorCode'. PowerShell and Windows VM options are mentioned explicitly, and the deprecated parameter 'EnableVmProtection' is referenced in the context of PowerShell and Azure Runbooks without equivalent Linux CLI or automation examples. While Linux commands (ssh, nslookup, dig) are present, Windows tools and patterns (PowerShell, Windows VM as DNS forwarder) are mentioned first or exclusively in some cases. There is a lack of parity in providing Linux CLI examples for network troubleshooting and automation.
Recommendations
- Provide equivalent Azure CLI or Bash script examples alongside PowerShell commands for network troubleshooting and automation.
- Explicitly mention Linux VM options before or alongside Windows VM options when discussing DNS forwarding setup.
- Include references to Linux-native tools (e.g., nmcli, resolvectl) for network configuration validation.
- Clarify that automation and scripting can be done with Azure CLI, Bash, or Ansible, not just PowerShell and Runbooks.
- Ensure all troubleshooting steps have both Windows and Linux variants, especially for VM creation, DNS setup, and network validation.
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