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 interacting with Palo Alto REST APIs and Azure CLI, and by instructing users to run Azure CLI commands in a PowerShell window. There are no equivalent examples for Linux shells (e.g., Bash), nor is there mention of Linux-specific tools or patterns. The prerequisites and workflow assume a Windows environment, potentially excluding or inconveniencing Linux users.
Recommendations
  • Provide equivalent Bash shell examples for all PowerShell scripts, especially for REST API interactions and CSV processing.
  • Clarify that Azure CLI commands can be run in any shell, and show examples in Bash or zsh.
  • Add notes or sections on installing and using required tools (e.g., Azure CLI, curl, jq) on Linux.
  • Avoid language that assumes the use of PowerShell or Windows, such as 'run in a PowerShell window'; instead, use neutral phrasing like 'run in your shell environment'.
  • Where variable syntax is shown, provide both PowerShell and Bash variable examples.
  • Consider referencing cross-platform automation tools (e.g., Python scripts) for users who prefer not to use PowerShell.
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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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