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 consistently presents Azure Portal (web UI) and Azure CLI examples, but does not provide any OS-specific command-line examples (e.g., PowerShell or Bash). However, the only CLI example is shown in Azure CLI syntax, which is cross-platform, but the instructions and screenshots focus on the Azure Portal, which is most familiar to Windows users. There are no explicit Linux-specific instructions, nor are there references to Linux tools, shells, or patterns. The documentation does not mention PowerShell, but it also does not provide parity for Linux users who may prefer Bash or command-line workflows.
Recommendations
  • Add explicit Bash shell examples for relevant steps, especially for users deploying from Linux environments.
  • Include notes clarifying that Azure CLI commands work identically on Windows, macOS, and Linux.
  • Provide parallel instructions for creating resources (such as service endpoints) using Azure CLI or ARM templates, not just the Azure Portal.
  • Add screenshots or terminal output from Linux environments to balance the visual bias toward the Azure Portal.
  • Where possible, mention that all steps can be performed from any OS using the Azure CLI, and provide links to cross-platform installation guides.
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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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets