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 emphasized as the primary scripting language, with multiple runtime versions listed and discussed in detail. Azure CLI is only mentioned as a default package within PowerShell 7.4 environments, with no reference to its use in Python or other Linux-friendly contexts. Examples and references are exclusively Windows-centric (PowerShell, .dll files, PSGallery), and Linux/macOS equivalents (e.g., Bash, shell scripting, Linux package management, Python modules) are not mentioned or exemplified. There are no Linux/macOS-specific instructions or parity in tooling or workflow.
Recommendations
  • Include examples and guidance for Python runbooks, especially for Azure CLI usage in Python environments.
  • Mention and provide examples for Bash/shell scripting where applicable.
  • Clarify how Linux/macOS users can leverage Azure Automation, including package management (e.g., pip for Python) and runtime configuration.
  • List Linux/macOS equivalents alongside Windows tools (e.g., .dll files vs. .so files, PSGallery vs. PyPI).
  • Ensure documentation references and links include Python and Linux/macOS resources, not just PowerShell.
GitHub Create Pull Request

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