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
windows_tools
Summary
The documentation page demonstrates a Windows bias by prioritizing PowerShell and Visual Studio in its examples and instructions. PowerShell is mentioned as a primary tool for retrieving deployment files and managing updates, with no explicit mention or examples of equivalent Bash, Azure CLI, or Linux-native workflows. Visual Studio, a Windows-centric IDE, is referenced for update processes, and there is a lack of Linux-specific guidance or parity in automation/script examples. Azure CLI is mentioned once, but not as prominently as PowerShell.
Recommendations
  • Provide explicit Azure CLI and Bash examples alongside PowerShell for all operations, especially for retrieving deployment files and managing updates.
  • Include instructions or references for using cross-platform tools (e.g., Azure CLI, REST API via curl) for Linux and macOS users.
  • Add a section or callouts for Linux users, highlighting any differences or additional steps required.
  • When mentioning Visual Studio, also reference cross-platform alternatives (e.g., VS Code, command-line deployment) and provide guidance for non-Windows environments.
  • Ensure that all automation and scripting recommendations are platform-agnostic or have clear Linux equivalents.
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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased