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 full parity between Azure CLI, Azure PowerShell, and Azure portal for all AKS upgrade tasks. However, PowerShell examples are included throughout, which is primarily a Windows-centric tool, and the documentation references Azure PowerShell alongside Azure CLI in nearly every section. In some sections, PowerShell is mentioned before the portal, but Azure CLI (cross-platform) is always presented first. There are no missing Linux/macOS examples, and all CLI commands are cross-platform. No Windows-specific tools or patterns are used, and Linux is referenced in node image upgrade guidance.
Recommendations
  • Clarify that Azure PowerShell is primarily for Windows users, and Azure CLI is recommended for cross-platform (Linux/macOS/Windows) environments.
  • Consider adding a note at the top indicating that Azure CLI is the preferred tool for Linux/macOS users.
  • Ensure that Azure CLI examples are always presented first, as is currently done.
  • Optionally, provide bash/zsh shell script examples for common tasks to further assist Linux/macOS users.
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Scan History

Date Scan Status Result
2026-03-10 00:00 #477 in_progress Clean Clean
2026-03-09 00:00 #473 in_progress Clean Clean
2026-03-08 00:00 #469 in_progress Biased Biased
2026-03-07 00:00 #465 in_progress Clean Clean
2026-03-06 00:00 #461 in_progress Clean Clean
2026-03-05 00:00 #457 in_progress Clean Clean
2026-03-04 00:00 #453 in_progress Clean Clean
2026-03-03 00:00 #449 in_progress Clean Clean
2026-03-02 00:00 #445 in_progress Clean Clean
2026-03-01 00:00 #441 in_progress Clean Clean
2026-02-28 00:00 #437 in_progress Clean Clean
2026-02-27 00:00 #433 in_progress Clean Clean
2026-02-26 00:00 #429 in_progress Clean Clean
2026-02-25 00:00 #425 in_progress Biased Biased
2026-02-23 00:00 #417 in_progress Clean Clean
2026-02-22 00:00 #413 in_progress Biased Biased
2026-02-21 00:00 #409 in_progress Biased Biased
2026-02-20 00:00 #405 in_progress Clean Clean
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

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