Document Details
Tutorial Kubernetes Scale
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
Detected Bias Types
windows_first
powershell_heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell instructions for scaling AKS nodes, but PowerShell examples are presented alongside CLI examples, and PowerShell is a Windows-centric tool. There is a slight Windows-first bias in listing PowerShell as an alternative to CLI, but all core Kubernetes operations use kubectl, which is cross-platform. No critical Linux/macOS parity issues are present, as Azure CLI and kubectl are fully supported on Linux/macOS.
Recommendations
- Clarify that Azure PowerShell is primarily for Windows users and that Azure CLI is recommended for cross-platform usage.
- List Azure CLI examples before PowerShell examples to reinforce CLI as the default, cross-platform tool.
- Add a note indicating that all shown commands (except PowerShell) work on Linux/macOS, and that PowerShell is optional for Windows users.
- Consider providing bash shell examples for scripting where relevant.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #253 | completed |
Biased
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| 2026-01-13 00:00 | #249 | completed |
Biased
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