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 generally mentions both Windows and Linux support, but there are subtle biases: Windows tools and patterns (e.g., .exe, .cmd, .bat, PowerShell, RDP, Windows Server 2016 Datacenter with Containers) are often listed first or exclusively, while Linux equivalents (e.g., shell scripts, SSH, Linux container images) are mentioned later or not at all. Some sections (like container support) focus on Windows images or tools, with less detail or no examples for Linux. There are no explicit Linux command-line or scripting examples, and the documentation references Windows-specific tools and images more prominently.
Recommendations:
  • When listing supported executable/script types, alternate the order or explicitly mention Linux formats first in some places (e.g., '.sh, Python, and binary executables (for Linux); .exe, .cmd, .bat, PowerShell (for Windows)').
  • In sections discussing remote access, give equal prominence to SSH for Linux and RDP for Windows, and provide links or examples for both.
  • For container support, provide explicit instructions and examples for both Windows and Linux pools, including references to common Linux container images and setup steps.
  • Add Linux-focused examples or code snippets where appropriate (e.g., shell script examples for start tasks, Linux VM image selection).
  • Where Windows tools or patterns are mentioned (e.g., PowerShell, .bat), ensure Linux equivalents (e.g., Bash, .sh) are also described and linked.
  • Review the order of presentation to avoid always listing Windows first, especially in introductory or summary sections.
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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