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
Summary
The documentation provides both Azure CLI (Linux/macOS friendly) and Azure PowerShell (Windows-centric) instructions for managing AKS API server authorized IP ranges. However, the PowerShell example is given equal prominence and is presented immediately after the CLI example, which may suggest parity but also reinforces Windows tooling. There are no explicit Linux/macOS-only examples, nor are there any sections that require Windows-specific tools to complete the workflow. The rest of the documentation is platform-neutral, focusing on the Azure portal and Kubernetes YAML, which are cross-platform.
Recommendations
  • Clearly indicate that Azure CLI works on Linux, macOS, and Windows, while Azure PowerShell is primarily for Windows users.
  • Consider listing Azure CLI instructions first and labeling them as the recommended cross-platform approach.
  • Add a note clarifying that all portal-based steps are platform-agnostic.
  • If possible, provide bash/zsh examples for common troubleshooting tasks, especially where PowerShell syntax is shown.
  • Explicitly mention that the Azure CLI can be used in Cloud Shell (browser-based, cross-platform) for all users.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #397 in_progress Biased Biased
2026-02-17 00:00 #393 in_progress Biased Biased
2026-02-16 00:00 #389 in_progress Biased Biased
2026-02-15 00:00 #385 in_progress Biased Biased
2026-02-14 00:00 #381 in_progress Biased Biased
2026-02-13 00:00 #377 in_progress Biased Biased
2026-02-12 00:00 #373 in_progress Biased Biased
2026-02-11 00:00 #369 in_progress Biased Biased
2026-02-10 00:00 #365 completed Biased Biased
2026-02-09 00:00 #361 completed Biased Biased
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 Biased Biased
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
2026-01-27 00:00 #309 completed Biased Biased
2026-01-14 00:00 #253 completed Biased Biased
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets