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
powershell_heavy
windows_tools
Summary
The documentation consistently presents PowerShell (Windows-centric) examples before Azure CLI (cross-platform) in every code section. References to creating dual-stack load balancers and other prerequisites link to PowerShell-focused guides. The structure and language assume familiarity with PowerShell and its object-oriented scripting, which is more common among Windows users. There is no mention of Linux-specific tools, shell environments, or considerations for users on Linux/macOS, nor are Bash or other shell examples provided.
Recommendations
  • Alternate the order of examples so that Azure CLI (cross-platform) is presented first, or provide Bash-specific examples where relevant.
  • Include explicit notes or sections for Linux/macOS users, clarifying any differences in command syntax, environment setup, or prerequisites.
  • Reference documentation that uses Azure CLI or REST API as the primary method, rather than PowerShell, in prerequisite links.
  • Add troubleshooting tips or environment setup instructions for Linux/macOS users (e.g., installing Azure CLI, using Bash).
  • Avoid language that assumes PowerShell is the default or preferred method; clarify that both PowerShell and CLI are supported equally.
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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 Clean Clean
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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets