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
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All example scenarios, scripts, and parameters are tailored to Windows Server environments, specifically referencing Windows Server 2012/R2. The only script examples use PowerShell cmdlets (e.g., New-NetFirewallRule), and there is no mention or example of Linux shell scripts or Linux firewall tools. Additionally, instructions for generating SAS tokens exclusively reference the PowerShell tool New-AzStorageBlobSASToken, with no Linux CLI alternatives. The related content also prioritizes PowerShell and Windows-centric resources.
Recommendations
  • Add equivalent example scenarios for Linux Arc-enabled servers, such as configuring firewall rules using bash scripts and Linux tools (e.g., iptables, ufw, firewalld).
  • Provide sample REST API payloads for Linux, demonstrating how to execute shell scripts remotely.
  • Include instructions for generating SAS tokens using Azure CLI (az storage blob generate-sas), which is cross-platform and widely used on Linux.
  • Clarify in the prerequisites and examples that both Windows and Linux Arc-enabled servers are supported, and highlight any OS-specific considerations.
  • Balance related content links to include Linux-focused documentation and examples.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets