Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

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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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets