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
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell examples and terminology are presented first and in greater detail, with most code samples and walkthroughs using PowerShell. Azure CLI/bash examples are present but less emphasized, and Linux/macOS-specific workflows (such as bash scripting) are not covered in equal depth. Some sections, such as troubleshooting and script output handling, focus primarily on PowerShell, with only brief mentions of CLI/bash alternatives. There are no explicit Linux/macOS-only examples or guidance.
Recommendations
  • Alternate the order of PowerShell and Azure CLI/bash examples so that Linux/macOS users see their workflows first in some sections.
  • Provide equivalent, detailed walkthroughs for Azure CLI/bash, including inline and external script samples, troubleshooting, and output handling.
  • Include explicit notes or sections for Linux/macOS users, such as how to run and debug deployment scripts from non-Windows environments.
  • Expand the 'Try it' and Cloud Shell instructions to include both PowerShell and Bash options.
  • Ensure all management and monitoring instructions (portal, CLI, REST API) have parity between PowerShell and CLI commands.
GitHub Create Pull Request

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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets