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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools and workflows, such as Visual Studio and Visual Studio Code, in both the main content and resource links. There is frequent mention of PowerShell and Windows-first editors, with little to no explicit guidance or examples for Linux users (e.g., using Linux-native editors or shell environments). The CLI section mentions Bash but does not provide Linux-specific instructions or parity in examples. There are no references to Linux package managers, desktop environments, or alternative editors, and the resource links are heavily skewed toward Windows tooling.
Recommendations
  • Include explicit Linux examples and instructions alongside Windows ones, such as using Bash, Linux terminal, and Linux-native editors (e.g., Vim, Emacs, GNOME Builder).
  • Provide resource links for deploying from Linux environments, including step-by-step guides for Ubuntu, Fedora, or other distributions.
  • Mention and demonstrate use of Linux package managers (apt, yum, etc.) for installing Azure CLI and related tools.
  • Balance references to Visual Studio/Visual Studio Code with Linux alternatives, or clarify cross-platform support in those tools.
  • Add examples of deploying from Linux containers and using Linux-based CI/CD pipelines.
  • Ensure PowerShell and Bash examples are presented in parallel, with equal detail and prominence.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-17 00:00 #262 completed Biased Biased
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 Biased Biased
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased