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
missing_linux_example
Summary
The documentation page is generally Linux-focused, as it describes connecting to Linux VMs via SSH using Azure Bastion. However, there is a notable bias in the sections describing how to create and manage Azure Key Vault resources: all links and instructions reference PowerShell and Azure CLI, with no explicit Linux/macOS shell examples or guidance. The 'Create a key vault' link points to a PowerShell-based quickstart, and instructions for storing SSH keys in Key Vault mention PowerShell and Azure CLI, but do not provide bash or Linux-native command examples. This may create friction for Linux/macOS users unfamiliar with PowerShell or Windows-centric tooling.
Recommendations
  • Provide explicit bash/Azure CLI examples for creating and managing Key Vault resources, including storing SSH keys as secrets.
  • Update links to include Linux/macOS-friendly quickstarts, not just PowerShell.
  • Clarify that Azure CLI is cross-platform and provide sample commands for Linux/macOS terminals.
  • Where PowerShell is mentioned, offer equivalent bash or shell commands for Linux users.
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