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 and scripting examples for Palo Alto configuration. All REST API interactions, CSV processing, and Azure CLI usage are shown in PowerShell syntax, with no equivalent Bash, shell, or Linux-native examples. The prerequisites and instructions assume a Windows environment, and there is no mention of Linux tools or cross-platform alternatives for scripting or automation.
Recommendations
  • Provide equivalent Bash/shell script examples for all PowerShell automation steps, including REST API calls, CSV processing, and JSON manipulation.
  • Explicitly mention that the examples can be adapted for Linux and macOS environments, and list required tools (e.g., curl, jq, awk, sed) for those platforms.
  • Include instructions for installing and using Azure CLI on Linux/macOS, and show Azure CLI commands in a generic shell context (not just PowerShell).
  • Add a section or note clarifying cross-platform support and any differences in command syntax or environment setup.
  • Where PowerShell variable syntax is used, show the equivalent Bash variable usage.
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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

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