Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation provides detailed, actionable remediation steps for Windows VMs using PowerShell and the Azure Run Command feature, including specific cmdlets and code examples. In contrast, Linux remediation is described in vague terms, lacks direct script examples, and notes that the Run Command feature is unavailable for Linux. Linux users are referred to external documentation and must re-register or use Python scripts, with no concrete code or step-by-step guidance provided.
Recommendations
  • Provide equivalent, step-by-step Linux remediation instructions directly in the article, including example commands/scripts.
  • Clarify and, if possible, update the status of Run Command support for Linux VMs, or suggest alternative Azure-native mechanisms for Linux.
  • Include direct links to relevant Linux scripts or commands, not just external documentation.
  • Ensure Linux and Windows sections are equally detailed and actionable, with parity in code samples and guidance.
  • Consider listing Linux remediation steps before or alongside Windows steps to avoid 'windows_first' bias.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets