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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by consistently providing Azure PowerShell examples alongside Azure CLI, referencing PowerShell-specific cmdlets, and mentioning Azure PowerShell as a primary management tool. There is no mention of Linux-specific tools or shell environments (e.g., Bash), and no explicit Linux-oriented examples or guidance. The structure and examples assume familiarity with Windows tooling and patterns, with PowerShell examples given equal prominence to CLI, despite CLI being more cross-platform.
Recommendations
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide example shell environments (e.g., Bash, zsh) for Linux users.
  • Add Linux-specific notes or examples, such as using Bash variables and command syntax, especially in sections where PowerShell scripting is shown.
  • Clarify that PowerShell is available cross-platform, but highlight that CLI is the recommended tool for Linux environments.
  • Include troubleshooting or installation guidance for Azure CLI and PowerShell on Linux.
  • Consider reordering examples to present CLI (cross-platform) before PowerShell (Windows-centric), or provide a Linux-first example where appropriate.
  • Reference Linux tools or patterns (e.g., using curl for REST API calls, jq for JSON parsing) where relevant.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets