Bias Analysis
Detected Bias Types
windows_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page exhibits moderate Windows bias. While most troubleshooting steps use Linux commands (ssh, hostname, nslookup, dig), there are several instances where Windows-specific tools and patterns are mentioned first or exclusively. For example, the deprecated 'EnableVmProtection' parameter is referenced specifically in the context of PowerShell and Azure Runbooks, and the resolution links to the Az PowerShell SDK documentation. Additionally, when discussing DNS server VM deployment, both Linux and Windows are mentioned, but Linux instructions are not detailed, and Windows is referenced as an option. There is a lack of parity in providing equivalent Linux CLI or Azure CLI examples for network troubleshooting and configuration, and PowerShell is referenced without alternative Linux-native tooling.
Recommendations
- Provide Azure CLI equivalents for all PowerShell commands and references, especially for network configuration and troubleshooting.
- When mentioning VM deployment for DNS forwarding, include step-by-step instructions for both Linux and Windows, or link to relevant guides for each.
- Ensure that Linux-native tools (such as nmcli, resolvectl, or systemd-resolved) are referenced where appropriate, not just Windows/PowerShell tools.
- When referencing deprecated parameters or troubleshooting steps, include both PowerShell and Azure CLI contexts, and clarify which OS/platform each applies to.
- Review the order of tool mentions to avoid listing Windows/PowerShell options first by default; alternate or parallelize with Linux/Azure CLI options.
Create Pull Request