Bias Analysis
Detected Bias Types
windows_first
azure_heavy
missing_linux_example
Summary
The documentation page demonstrates a bias towards Azure and Windows-centric environments. Storage class examples and recommendations are almost exclusively focused on Azure Kubernetes Service (AKS), with detailed coverage of Azure-specific storage classes and tools. There is minimal mention of Linux-native storage solutions or patterns, and no explicit Linux or open-source example is provided. The documentation also presents Azure/Windows options before AWS and GCP, and does not offer parity in terms of Linux command-line or storage configuration examples.
Recommendations
- Include examples of configuring storage classes using Linux-native tools and environments, such as NFS, Ceph, or local SSDs on Linux nodes.
- Provide sample YAML manifests for storage classes and persistent volumes that are not Azure-specific, demonstrating usage on generic Kubernetes clusters (including on-premises Linux clusters).
- Add explicit Linux command-line examples (e.g., using bash, sed, jq) for configuration tasks, not just Azure CLI.
- Balance the order of cloud provider recommendations, and include open-source solutions (e.g., Longhorn, Rook/Ceph) as first-class options.
- Reference Linux documentation and best practices for storage configuration alongside Azure/Windows resources.
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