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 references the Azure portal as the primary (and only) interface for completing billing and administrative tasks, with no mention of command-line alternatives or cross-platform tools. There are no examples or instructions for performing these tasks using CLI tools (such as Azure CLI or REST APIs), which are commonly used on Linux and macOS as well as Windows. This implicitly prioritizes a GUI-centric, Windows-friendly workflow and omits guidance for users on other platforms.
Recommendations
  • Include instructions and examples for performing key tasks (such as viewing charges, managing roles, downloading usage data) using the Azure CLI and/or REST APIs, which are cross-platform and widely used on Linux.
  • Where possible, provide both portal (GUI) and command-line (CLI/API) workflows side by side, so users can choose their preferred method regardless of OS.
  • Explicitly mention that the Azure CLI and REST APIs are available and supported on Linux, macOS, and Windows, and link to their installation and usage guides.
  • For tasks that can only be performed in the portal, clarify this limitation explicitly, so Linux users are aware of any constraints.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean