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
powershell_heavy
windows_first
Summary
The documentation provides parity between Azure CLI, Azure PowerShell, and Azure portal for all AKS upgrade tasks. However, Azure PowerShell (which is most commonly used on Windows) is given equal prominence to Azure CLI, and PowerShell examples are provided throughout. In some sections, PowerShell is listed before the portal, and the 'devx-track-azurepowershell' custom metadata suggests a PowerShell focus. There are no missing Linux examples, as Azure CLI is fully supported on Linux/macOS and is always included. No Windows-only tools or patterns are mentioned outside of PowerShell.
Recommendations
  • Consider listing Azure CLI examples before Azure PowerShell in each section, as CLI is cross-platform and more commonly used by Linux/macOS users.
  • Explicitly note that Azure CLI commands work on Linux/macOS, and that Azure PowerShell is available on Linux/macOS (if true), to avoid implicit Windows bias.
  • If possible, add a short note or section for users who prefer Bash scripting or other Linux-native tools, clarifying that Azure CLI is the recommended cross-platform approach.
  • Review metadata and page structure to ensure CLI is not deprioritized in favor of PowerShell.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #401 in_progress Clean Clean
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 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 Clean Clean
2026-02-05 00:00 #345 completed Clean Clean
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
2026-01-26 00:00 #305 completed Biased Biased
2026-01-24 00:00 #297 completed Biased Biased
2026-01-23 00:00 #293 failed Biased Biased
2026-01-14 00:00 #253 completed Clean Clean
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets