Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides both Bash and PowerShell examples for all major steps, but PowerShell is treated as a first-class citizen throughout, with full, detailed examples and explanations. PowerShell-specific Azure commands (e.g., New-AzContainerRegistry, New-AzUserAssignedIdentity) are used, which are only available on Windows or require extra effort on Linux. In some cases, PowerShell examples are more verbose and detailed than Bash. Docker Desktop is mentioned as the recommended Docker installation, which is a Windows/Mac-centric tool, even though Linux users typically use native Docker. There is no explicit Linux shell example (e.g., zsh, fish), and Bash is presented generically. PowerShell examples are always present and sometimes precede Bash, reinforcing a Windows-centric workflow.
Recommendations
- Add explicit Linux-native instructions for Docker installation and usage, referencing the standard Linux Docker Engine installation guides rather than Docker Desktop.
- Clarify that PowerShell examples are for users who have PowerShell Core installed on Linux/macOS, or provide alternative Bash-only workflows for Linux users.
- Where PowerShell-specific Azure commands are used, note their platform requirements and provide equivalent Bash/Azure CLI commands for Linux users.
- Consider reordering examples so Bash/Linux instructions are presented first, or at least equally, to avoid implicit prioritization of Windows/PowerShell.
- Add troubleshooting notes for Linux users regarding potential issues with PowerShell modules and Azure CLI compatibility.
- Explicitly mention that all steps are fully supported on Linux, and highlight any platform-specific caveats.
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