Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools and patterns. Examples and instructions reference PowerShell (PS) and .NET samples, with no explicit mention of Linux shell equivalents or cross-platform command-line instructions. The use of 'PS/CLI' is ambiguous and does not clarify Linux support, and all sample code is .NET-focused, which is more common on Windows. There are no Bash, Azure CLI (az), or Linux-specific examples, and Windows terminology (PowerShell, .NET) is used before or instead of Linux alternatives.
Recommendations
- Add explicit Azure CLI (az) command examples for all management operations, including pairing, failover, and monitoring, with syntax suitable for Bash/Linux shells.
- Include sample code in cross-platform languages (e.g., Python, Java) alongside .NET, and reference their respective GitHub samples.
- Clarify in all instructions whether commands/tools are cross-platform, and provide Linux/Bash equivalents where PowerShell is mentioned.
- Add a section or callouts for Linux users, detailing any differences in setup or tooling, and ensure parity in step-by-step instructions.
- Reference Linux-friendly tools and patterns (e.g., Bash scripts, cron for automation) alongside Windows tools.
- Ensure screenshots and UI instructions are not Windows-centric, or provide notes for Linux/macOS users where relevant.
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