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 a strong Windows bias by exclusively providing PowerShell-based automation examples for Palo Alto configuration and Azure CLI usage. All code samples and automation instructions assume the use of PowerShell, with no mention of Bash, Linux shell, or cross-platform alternatives. There are no Linux-specific instructions or examples, and the prerequisites list PowerShell before Azure CLI, further reinforcing the Windows-first approach.
Recommendations
  • Provide equivalent Bash/Linux shell examples for all automation steps, including REST API calls and CSV processing.
  • Clarify which commands are cross-platform (e.g., Azure CLI) and which are Windows-specific (e.g., PowerShell), and offer alternatives where possible.
  • Explicitly mention Linux support in the prerequisites and provide installation instructions for PowerShell Core on Linux, or recommend using Bash where appropriate.
  • Add notes or sections highlighting differences or considerations when running the automation on Linux/macOS environments.
  • Where PowerShell variable syntax is used, provide equivalent Bash variable usage for clarity.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets