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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively providing examples and instructions using the Azure portal and Azure CLI, with no mention of Linux-specific tools or command-line patterns. The only command-line example is for Azure CLI, which is cross-platform but presented without explicit Linux shell context or alternative Linux-native instructions. There are no references to PowerShell, but the documentation does not offer Linux-specific guidance or examples, such as using bash scripts, Linux networking tools, or Linux VM setup. All screenshots and UI instructions are based on the Azure portal, which is platform-agnostic but often associated with Windows workflows.
Recommendations
  • Add explicit Linux shell examples (e.g., bash, curl, dig) for key steps, such as testing DNS resolution and API connectivity.
  • Include instructions for setting up and validating private endpoints from a Linux VM, with references to Linux networking tools (e.g., ip, ifconfig, netstat).
  • Clarify that Azure CLI commands work on both Windows and Linux, and provide sample commands in both bash and PowerShell syntax where appropriate.
  • Provide troubleshooting steps specific to Linux environments, such as checking firewall rules or network interfaces.
  • Add screenshots or terminal output from Linux environments to demonstrate parity.
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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
2026-01-12 00:00 #243 cancelled Clean Clean
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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Biased Biased
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Biased Biased
2025-09-10 00:00 #107 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets