Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page for Azure Firewall monitoring data is heavily biased towards Windows environments. All command-line examples use Azure PowerShell, which is most commonly used on Windows and lacks parity with Bash/CLI or Linux-native tools. There are no examples using Azure CLI, Bash, or Linux shell scripting, nor are there instructions for enabling features via REST API, ARM templates, or portal-only workflows. The documentation assumes PowerShell as the primary automation tool, which may alienate Linux users or those using cross-platform automation.
Recommendations
- Provide equivalent Azure CLI (az) command examples for all PowerShell commands, ensuring Linux and macOS users can follow along without installing PowerShell.
- Include Bash script snippets or instructions for using the Azure CLI in shell environments.
- Mention both PowerShell and CLI options side-by-side, or indicate which commands are cross-platform.
- Clarify that PowerShell commands can be run on Linux/macOS, but highlight CLI alternatives for native Linux workflows.
- For feature enablement, provide REST API or ARM template examples where possible, as these are platform-neutral.
- Review the order of presentation so that CLI or platform-neutral methods are not always listed after PowerShell, or only as an afterthought.
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