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 (bash/Linux/macOS) and Azure PowerShell (Windows) examples for managing AKS API server authorized IP ranges. However, the PowerShell example is presented immediately after the CLI example, and both are given equal prominence. There is no exclusive use of Windows tools, but PowerShell is included as a first-class option. The rest of the documentation is platform-neutral, focusing on portal-based workflows and YAML manifests that are not OS-specific.
Recommendations
  • Clarify that both Azure CLI and PowerShell examples work on Windows, macOS, and Linux (Azure CLI is cross-platform; PowerShell Core is available on Linux/macOS).
  • Explicitly mention that Azure CLI commands can be run from Cloud Shell (browser-based, cross-platform) or any OS.
  • If possible, indicate which commands are most common for Linux/macOS users (Azure CLI) and which for Windows users (PowerShell), to help users choose the best fit.
  • Consider listing Azure CLI examples first, as it is the default for cross-platform usage.
  • Add a note that PowerShell Core is available for Linux/macOS, if relevant.
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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