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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias. PowerShell is consistently highlighted as the primary scripting language, with multiple versions listed and referenced before Python. Azure CLI usage is described specifically in the context of PowerShell 7.4, with no mention of Bash or native Linux shell integration. Package management examples and references (e.g., PSGallery) are Windows-centric, and there are no explicit Linux/macOS examples, nor is there guidance for users who prefer Bash or Python-first workflows.
Recommendations
  • Include examples and guidance for running Azure CLI commands in Python runbooks and clarify Bash support, if available.
  • List Python runtime environments before or alongside PowerShell to avoid Windows-first ordering.
  • Reference Linux/macOS package sources (e.g., pip for Python) equally with PSGallery.
  • Provide explicit examples or notes for Linux/macOS users, including any differences in environment setup or limitations.
  • Clarify whether Bash or other Linux-native shells are supported as runtime environments.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased