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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias by prioritizing PowerShell examples, referencing PowerShell before CLI or cross-platform tools, and omitting explicit Linux shell (bash) or macOS-specific instructions. The CLI example is present but follows the PowerShell example, and there are no explicit Linux/macOS setup or troubleshooting notes. The use of PowerShell as the primary programmatic example and the lack of Linux-specific context or parity in screenshots and instructions further reinforce the bias.
Recommendations:
  • Present CLI (az) examples before or alongside PowerShell examples, emphasizing its cross-platform nature.
  • Include explicit bash/Linux shell examples and troubleshooting notes for Linux/macOS users (e.g., environment variable setup, file path differences).
  • Add a section or callout noting that Azure CLI and Terraform are fully supported on Linux and macOS, and provide links to relevant installation guides.
  • Ensure screenshots and navigation instructions are OS-agnostic or include Linux/macOS UI where relevant.
  • Review language to avoid implying PowerShell is the default or preferred automation tool; clarify that both CLI and PowerShell are supported.
  • Where PowerShell is mentioned, add equivalent bash/CLI commands for common tasks (e.g., authentication, selecting subscriptions).
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

Flagged Code Snippets

The following example commands create a budget using PowerShell. Make sure to replace all example prompts with your own info.