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 Windows bias by referencing PowerShell and Windows-centric tools first or exclusively, especially in enabling soft-delete and key recovery scenarios. There is a lack of parity in Linux-focused examples, such as Bash/CLI commands, and no mention of Linux-specific workflows or troubleshooting steps. The troubleshooting section references PowerShell cmdlets for key recovery, but does not provide equivalent Azure CLI or REST API instructions, which are more platform-neutral.
Recommendations
  • Provide Azure CLI and REST API examples alongside PowerShell for all key management and recovery operations.
  • Explicitly mention that all steps can be performed from Linux, macOS, or Windows, and clarify any platform-specific requirements.
  • Add troubleshooting instructions using Azure CLI and/or REST API for key and vault recovery, not just PowerShell.
  • Ensure that links to enabling soft-delete and purge protection include both PowerShell and CLI sections, and reference them equally.
  • Include sample commands for Linux/macOS users where command-line interaction is described.
  • Review screenshots and UI instructions to ensure they do not assume Windows-only environments.
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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
2026-01-11 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased