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
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all major tasks, but consistently lists Azure PowerShell examples after Azure CLI. There is no explicit Windows bias in terms of missing Linux examples, as Azure CLI commands and environment variable instructions are shown, which are cross-platform. However, Azure PowerShell is included throughout, which is primarily used on Windows, and its examples use Windows-style environment variable syntax. No Linux-specific tools or patterns (such as Bash scripting or Linux package managers) are mentioned, but the CLI instructions are suitable for Linux/macOS users.
Recommendations
  • Clarify that Azure CLI commands are cross-platform and preferred for Linux/macOS users.
  • Explicitly state that Azure PowerShell is primarily for Windows environments, and that Linux/macOS users should use Azure CLI.
  • Consider adding a brief note or section for Linux/macOS users, confirming that all steps can be completed using Azure CLI and kubectl.
  • Where environment variables are set, show both Bash (export) and PowerShell ($Env:) syntax side-by-side for parity.
  • If possible, add a 'Linux/macOS' tab for commands where there are subtle differences (e.g., environment variable setting).
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Scan History

Date Scan Status Result
2026-02-20 00:00 #403 in_progress Biased Biased
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-01-18 00:00 #267 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets