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 mild Windows bias. Windows terminology and examples are prioritized (e.g., referencing 'Windows VM' specifically and showing screenshots of Windows VM sizing), while Linux is only mentioned in passing or as a secondary consideration. There are no Linux-specific examples or screenshots, and no mention of Linux command-line tools or workflows for cost management. The documentation assumes usage of the Azure Portal UI, which is platform-agnostic, but when OS-specific references are made, Windows is foregrounded.
Recommendations:
  • Include examples and screenshots for both Windows and Linux VMs when discussing cost estimation and management.
  • When referencing VM sizes or features (such as auto-shutdown), provide parallel information for Linux VMs, not just Windows VMs.
  • If mentioning OS-specific workflows (e.g., shutting down VMs from within the OS), clarify the process for both Windows and Linux.
  • Where possible, mention or link to command-line tools (such as Azure CLI or Bash scripts) that are commonly used on Linux, in addition to portal-based workflows.
  • Ensure that references to downloadable files (e.g., Excel price sheets) are accompanied by notes on how they can be used on Linux (e.g., with LibreOffice or CSV viewers).
  • Review all screenshots and examples to ensure Linux parity, not just Windows-centric illustrations.
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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