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
windows_tools
Summary
The documentation exclusively references the Azure portal and Microsoft-specific tools and processes, with no mention of Linux command-line alternatives, cross-platform CLI usage, or non-Windows workflows. All examples and instructions assume use of the Azure portal, which is most commonly accessed via a web browser on Windows, and there is no guidance for Linux users or those preferring automation via CLI (e.g., Azure CLI, Bash scripts). There are no PowerShell examples, but the overall approach is Windows-centric and omits Linux parity.
Recommendations
  • Add Azure CLI examples for purchasing, managing, exchanging, and refunding reservations, with explicit Bash syntax for Linux users.
  • Mention cross-platform compatibility of the Azure portal and clarify that all actions can be performed from any OS with a supported browser.
  • Include references to automation via REST API or SDKs, with sample code snippets for both Windows (PowerShell) and Linux (Bash, Python).
  • Explicitly state that no OS-specific tools are required and provide links to CLI documentation for Linux users.
  • Ensure screenshots and instructions do not imply Windows-only usage (e.g., avoid showing Windows-specific browser UI elements).
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean