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, primarily through the use of PowerShell as the first and most detailed programmatic example for creating and managing budgets. Windows-centric tools (PowerShell) are presented before cross-platform alternatives (CLI, Terraform, ARM templates), and PowerShell is described as the recommended method for EA customers, even though REST API and CLI are more platform-neutral. The CLI and Terraform examples are present, but PowerShell is given prominence and more context, which may create friction for Linux/macOS users.
Recommendations
  • Present CLI examples before PowerShell, as CLI is cross-platform and more accessible to Linux/macOS users.
  • Add explicit notes clarifying platform compatibility for each tool (e.g., PowerShell, CLI, Terraform).
  • Ensure REST API and ARM template methods are equally emphasized as programmatic options.
  • Provide links to installation and usage guides for CLI and Terraform, similar to PowerShell.
  • Avoid language that recommends PowerShell as the default for EA customers; instead, recommend REST API or CLI for broader compatibility.
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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