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
windows_tools
Summary
The documentation provides both Linux and Windows examples for AKS network policy engines, but Windows-specific instructions (such as registering preview features and creating Windows admin credentials) are given in dedicated sections and sometimes appear before or alongside Linux instructions. The use of Azure CLI is platform-neutral, but Windows-specific tooling and steps (e.g., HNS ACLPolicy, Windows admin credential setup) are highlighted. The ordering of examples sometimes places Windows instructions before Linux equivalents, and Windows node pool requirements are called out in several places.
Recommendations
  • Ensure Linux instructions and examples are presented first or in parallel with Windows instructions, unless the feature is Windows-only.
  • Clearly separate platform-specific steps and label them as such to avoid confusion.
  • Where possible, provide explicit Linux/macOS equivalents for any Windows-specific commands or tooling.
  • Add clarifying notes when a step is only required for Windows node pools.
  • Consider grouping platform-specific instructions under clear subheadings for improved parity and discoverability.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #397 in_progress Clean Clean
2026-02-17 00:00 #393 in_progress Clean Clean
2026-02-16 00:00 #389 in_progress Biased Biased
2026-02-15 00:00 #385 in_progress Clean Clean
2026-02-14 00:00 #381 in_progress Biased Biased
2026-02-13 00:00 #377 in_progress Clean Clean
2026-02-12 00:00 #373 in_progress Clean Clean
2026-02-11 00:00 #369 in_progress Biased Biased
2026-02-10 00:00 #365 completed Clean Clean
2026-02-09 00:00 #361 completed Clean Clean
2026-02-08 00:00 #357 completed Biased Biased
2026-02-05 00:00 #345 completed Biased Biased
2026-02-04 00:00 #341 completed Biased Biased
2026-02-03 00:00 #337 completed Clean Clean
2026-02-02 00:00 #333 completed Biased Biased
2026-02-01 00:00 #329 completed Biased Biased
2026-01-31 00:00 #325 completed Biased Biased
2026-01-30 00:00 #321 completed Biased Biased
2026-01-14 00:00 #253 completed Clean Clean
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets