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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: Windows-specific tools and terminology (such as PowerShell cmdlets, NTLM authentication, Hyper-V, and Windows-centric agent installation) are used throughout, with examples and instructions tailored to Windows environments. Linux support is mentioned only briefly and generically, with no concrete examples, commands, or screenshots. All step-by-step instructions, code snippets, and screenshots are Windows-focused, and there is no guidance for Linux users on agent installation, backup, or recovery operations.
Recommendations
  • Add explicit Linux backup and recovery examples, including command-line instructions for agent installation, configuration, and recovery operations on Linux VMs.
  • Provide Linux-specific troubleshooting steps and prerequisites, such as required packages, permissions, and supported distributions.
  • Include screenshots or terminal output relevant to Linux environments, not just Windows GUIs.
  • Clarify any differences in backup/restore workflows for Linux VMs, especially where features are limited (e.g., file-consistent snapshots only).
  • Mention Linux authentication options and provide parity with Windows (e.g., certificate-based authentication steps for Linux).
  • Where PowerShell or Windows tools are referenced, offer equivalent Linux shell commands or procedures.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-19 00:01 #85 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets