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, while focused on connecting to Linux VMs, shows bias toward Windows tooling by referencing PowerShell as the primary method for creating Azure Key Vault resources and storing SSH keys. There are no explicit Linux shell (bash) or cross-platform CLI examples for these steps, and the links provided direct users to PowerShell-based instructions. This may disadvantage Linux users or those working in non-Windows environments.
Recommendations
  • Provide equivalent bash/Azure CLI examples for creating and managing Azure Key Vault resources and secrets, alongside PowerShell instructions.
  • Update links to include or reference cross-platform guides, not just PowerShell-based documentation.
  • Explicitly mention that all steps can be performed using Azure CLI on Linux/macOS, and provide sample commands.
  • Ensure that portal-based instructions do not assume a Windows environment or tooling.
  • Add a section or callout for Linux/macOS users, clarifying supported workflows and tools.
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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