Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation is heavily biased toward Windows environments. All command-line examples use Azure PowerShell, which is primarily used on Windows. There are no CLI or Bash examples for Linux/macOS users. The only traffic testing tool mentioned is PsPing, a Windows-only Sysinternals utility, with no mention of cross-platform alternatives. Windows-centric tools and patterns are referenced exclusively and before any Linux equivalents (which are absent).
Recommendations
- Add Azure CLI examples alongside or before PowerShell examples for all resource queries and configuration steps. Azure CLI is cross-platform and widely used on Linux/macOS.
- Include Bash or shell script equivalents for command-line operations, especially for resource listing and querying.
- Mention and provide examples for cross-platform network testing tools such as 'ping', 'hping', or 'nping' instead of or in addition to PsPing.
- Explicitly state which steps and tools are applicable to Linux/macOS and provide guidance for those platforms.
- Where PowerShell is used, note that it can be installed on Linux/macOS, but also provide native alternatives.
- Review and update troubleshooting steps to ensure parity for Linux-based environments, including ARP and route table inspection commands.
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