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
powershell_heavy
windows_first
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is presented as the primary programmatic example for creating and editing budgets, with CLI and Terraform examples provided but placed after PowerShell. The tutorial refers to 'install-module' and 'Connect-AzAccount', which are Windows/PowerShell-centric tools, and the overall flow assumes familiarity with Windows tooling. There is no explicit mention of Linux-specific patterns, nor are Linux shell scripting or automation approaches highlighted. The order of examples (PowerShell first, CLI second) further reinforces a Windows-first perspective.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and more accessible to Linux/macOS users.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows, and provide installation links for each OS.
  • Add bash shell scripting examples for common budget management tasks, demonstrating automation on Linux.
  • Include notes or sections on using the Azure portal and CLI from Linux environments (e.g., Ubuntu, CentOS).
  • Reference Linux-native tools (such as cron for scheduling CLI commands) where relevant.
  • Ensure that all PowerShell examples are matched with equivalent CLI or REST API examples, and clarify any limitations or differences for non-Windows users.
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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
2026-01-11 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

Flagged Code Snippets