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_tools
windows_first
Summary
The documentation provides deployment and validation instructions using both Azure CLI and Azure PowerShell, but it gives equal prominence to PowerShell, a Windows-centric tool, and includes PowerShell examples for all language pivots. There is no mention of Linux-specific shell usage (e.g., Bash), nor are there any Linux-specific notes or examples. The use of PowerShell is presented as a primary option alongside Azure CLI, which is cross-platform, but the lack of explicit Linux shell examples or notes may create a subtle Windows bias.
Recommendations
  • Add explicit Bash shell examples for Azure CLI commands to demonstrate Linux usage and shell syntax.
  • Clarify that Azure CLI commands work on all platforms (Windows, Linux, macOS) and can be run in Bash, PowerShell, or CMD.
  • Include notes or sections for Linux/macOS users, such as file path differences (e.g., './main.bicep' vs '.\main.bicep') and environment setup.
  • Consider reducing the prominence of PowerShell unless there are Windows-specific steps, or balance with equivalent Linux shell instructions.
  • Add troubleshooting or environment setup guidance for Linux users (e.g., installing Azure CLI on Ubuntu, using VS Code on Linux).
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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Clean Clean
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets