Bias Analysis
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation is heavily biased toward Windows environments, as all deployment and configuration steps use Azure PowerShell, with no mention of Azure CLI, Bash, or Linux-native tools. The setup instructions, variable initialization, and resource management are exclusively shown using PowerShell syntax, which is most familiar to Windows users. There are no Linux-specific or cross-platform examples for infrastructure deployment, nor guidance for users who may prefer Bash or Azure CLI. The only cross-platform nod is the use of the generic 'sftp' client for connection testing, but even this is described as being run from a 'command prompt', which typically implies Windows.
Recommendations
- Provide equivalent Azure CLI and/or Bash examples for all resource creation, configuration, and cleanup steps.
- Explicitly mention that the instructions can be followed on Linux and macOS, and provide guidance for installing and using Azure CLI on those platforms.
- Clarify that 'command prompt' could refer to Windows Command Prompt, PowerShell, or a Linux/macOS terminal, and provide explicit instructions for each.
- Include links to cross-platform tooling documentation (e.g., Azure CLI install and usage guides).
- Add troubleshooting notes for common issues encountered on Linux/macOS (e.g., SSH key formats, SFTP client differences).
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