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:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ windows_tools
Summary:
The documentation page demonstrates a moderate Windows bias. PowerShell is consistently listed as the first example/tool for querying supported VM sizes and images, and is mentioned in every relevant context. While Azure CLI (cross-platform) is also included, there are no explicit Linux shell (bash) examples or references to Linux-native tools. The documentation refers to 'Windows and Linux' images but does not provide Linux-specific guidance, commands, or troubleshooting tips. The overall pattern is to mention Windows/PowerShell first, with Linux support implied but not highlighted.
Recommendations:
  • Alternate the order of tool references (e.g., list Azure CLI before PowerShell in some sections, especially since Azure CLI is cross-platform and more common on Linux).
  • Add explicit bash shell examples for querying VM sizes and images, demonstrating usage on Linux systems.
  • Include Linux-specific notes or troubleshooting tips where relevant (e.g., environment variables, file paths, or image selection nuances).
  • Where possible, mention Linux-native tools or scripting approaches (e.g., curl with REST APIs, jq for parsing JSON responses).
  • Ensure that any references to PowerShell are balanced with equivalent Linux command-line or scripting options.
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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

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