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
Summary
The documentation provides both Windows and Linux guidance for key security tasks, such as certificate generation and secret encryption, but Windows-specific tools (PowerShell, Windows Defender, Azure DSC) are mentioned first or exclusively in several sections. Windows examples and terminology appear before Linux equivalents, and some sections (Windows Defender, DSC, security baselines) are Windows-only without Linux alternatives or parity suggestions.
Recommendations
  • Where possible, present Windows and Linux examples side-by-side or in parallel sections, rather than Windows-first.
  • For sections like security baselines and antimalware, provide links or references to Linux security best practices (e.g., CIS Linux benchmarks, Linux antivirus solutions) or clarify Linux equivalents.
  • Mention Linux tooling (such as openssl, Linux security modules, etc.) alongside Windows tools, and avoid PowerShell-heavy bias unless the task is Windows-only.
  • Clarify when a feature or recommendation is Windows-only and provide Linux-specific guidance or alternatives where applicable.
  • Ensure that template snippets and instructions are equally applicable to Linux clusters, or note any differences.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets