Bias Analysis
Detected Bias Types
windows_tools
powershell_heavy
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. While the core examples are platform-neutral (focused on Docker/Kubernetes JSON configs), Windows-centric tools and workflows are referenced for key operational steps. Specifically, PowerShell is mentioned as the alternative to the Kubernetes dashboard for querying module IP addresses, and the use of SMB shares (a Windows technology) is referenced before NFS. There is no explicit Linux CLI example (e.g., kubectl, bash) for device management or troubleshooting, and Windows/PowerShell tools are mentioned before or instead of Linux equivalents.
Recommendations
- Provide Linux CLI examples (e.g., using kubectl, bash scripts) for querying module status and IP addresses alongside or before PowerShell instructions.
- Reference NFS (Linux-native) shares before or alongside SMB shares when discussing storage provisioning.
- Include troubleshooting steps using Linux tools (e.g., journalctl, systemctl, docker/kubectl commands) for module status and networking issues.
- Clarify that both Windows and Linux management interfaces are supported, and link to documentation for Linux-based management.
- Avoid mentioning Windows/PowerShell tools as the sole or primary method for device management; ensure Linux parity in operational guidance.
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