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_tools
windows_first
Summary
The documentation page demonstrates a bias toward Windows environments by exclusively using Azure CLI commands and Bash scripting, which are most commonly used in Windows (via Azure CLI, PowerShell, or WSL) and do not mention or provide parity for Linux-native tools or workflows. The examples and instructions assume the use of Azure CLI, which is available cross-platform but is often associated with Windows and does not acknowledge Linux-specific networking tools or alternative methods. There are no references to Linux-specific commands, nor is there guidance for users who may be operating in a Linux-only environment.
Recommendations
  • Explicitly state that all CLI commands work on Linux, macOS, and Windows, and provide installation instructions for Azure CLI on Linux.
  • Include alternative examples using native Linux tools (e.g., ip, ifconfig, netplan) for subnet and network inspection, where appropriate.
  • Add notes or sections for Linux users, such as verifying prerequisites or troubleshooting common Linux-specific issues (e.g., permissions, environment variables).
  • Mention that Bash scripts and kubectl commands are cross-platform, and provide PowerShell equivalents for Windows users if needed.
  • Clarify that the documentation is platform-agnostic and ensure that any referenced tools (Azure CLI, kubectl) are available and supported on Linux.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #394 in_progress Clean Clean
2026-02-17 00:00 #390 in_progress Clean Clean
2026-02-16 00:00 #386 in_progress Clean Clean
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Clean Clean
2026-02-13 00:00 #374 in_progress Clean Clean
2026-02-12 00:00 #370 in_progress Clean Clean
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
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

Flagged Code Snippets