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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a Windows bias by consistently linking to Windows-specific Azure documentation (e.g., /azure/virtual-machines/windows/spot-vms) as the primary or only reference for Spot VM concepts, pricing, and eviction policy. Linux equivalents are only mentioned in passing or as secondary references. There are no Linux-specific configuration examples or command-line instructions, and the documentation does not provide parity in examples or references for Linux users.
Recommendations:
  • Provide equal prominence to Linux documentation links (e.g., /azure/virtual-machines/linux/spot-vms) alongside or before Windows links when discussing Spot VM concepts, pricing, and eviction policy.
  • Include Linux-specific configuration examples or command-line instructions where relevant, especially in sections discussing VM configuration, eviction notification, and event handling.
  • Ensure that references to Azure features (such as Scheduled Events) include both Windows and Linux documentation and usage patterns.
  • Review all cross-references to ensure Linux users are not required to interpret Windows-centric instructions or adapt from Windows-first documentation.
  • Consider adding a dedicated section or callouts for Linux users to clarify any differences or additional steps required for Linux-based clusters.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean