Bias Analysis
Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation demonstrates a subtle Windows bias by referencing the Azure portal and PowerShell as primary tools, without providing explicit Linux CLI or cross-platform command-line examples. The instructions focus on GUI-based steps, which are more familiar to Windows users, and mention PowerShell as an option for deployment, but do not provide equivalent Bash or Linux-native command-line instructions.
Recommendations
- Include explicit Azure CLI (cross-platform) command examples for each major operation, such as exporting templates, deploying resources, and managing VMSS.
- Provide Linux shell (Bash) script examples alongside or before PowerShell examples to ensure parity.
- Clarify that all steps can be performed using Azure CLI on Linux, macOS, or Windows, and link to relevant CLI documentation.
- Where screenshots or instructions reference the Azure portal, consider adding equivalent command-line steps for users who prefer or require non-GUI workflows.
- Avoid assuming the use of Windows tools or patterns; explicitly mention cross-platform alternatives where applicable.
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