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_tools
⚠️ windows_first
Summary:
The documentation is generally Linux-oriented (reflecting HDInsight's Linux focus), but there are notable instances of Windows bias. PowerShell and Windows tooling are referenced without equivalent Linux CLI/Azure CLI examples, and Windows is sometimes mentioned before Linux. For example, the deprecated 'EnableVmProtection' parameter is discussed only in the context of PowerShell, and VM DNS forwarder setup mentions both Linux and Windows, but PowerShell is the only automation example provided. There are no Azure CLI or Bash scripting equivalents for network or VM management tasks.
Recommendations:
  • For every PowerShell example (such as checking or configuring network settings), provide an equivalent Azure CLI or Bash example.
  • When mentioning VM setup for DNS forwarding, give step-by-step instructions for both Linux and Windows VMs, or link to relevant guides for each.
  • If referencing Windows tools or patterns (e.g., PowerShell, Windows VMs), ensure Linux alternatives are described with equal prominence and detail.
  • In sections where Windows and Linux are both possible (e.g., DNS forwarder VM), mention Linux first or present both options side-by-side.
  • For automation or scripting, include Bash or Azure CLI scripts alongside PowerShell scripts to ensure Linux users are equally supported.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

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