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
missing_linux_example
Summary
The documentation page demonstrates Windows bias by providing only PowerShell-based deployment scripts and examples, with no equivalent Bash or Linux shell instructions. The workflow assumes the use of PowerShell, which is native to Windows, and does not mention or prioritize Linux-compatible tooling or patterns. This may hinder Linux users or those working in cross-platform environments.
Recommendations
  • Provide equivalent Bash or shell script examples for all PowerShell instructions, especially for deployment and resource cleanup.
  • Explicitly mention that the Azure CLI and kubectl are cross-platform, and clarify how Linux/macOS users can adapt the steps.
  • Add notes or sections highlighting Linux-specific considerations, such as environment variable handling and script execution.
  • Ensure that client tool recommendations include Linux-friendly options and installation instructions.
  • Review the order and prominence of examples to avoid implying Windows/PowerShell as the default or preferred platform.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets