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
Summary
The documentation lists Windows-centric tools (Azure CLI, Azure PowerShell, Azure portal) in the prerequisites, with PowerShell mentioned before the Azure portal and no explicit mention of Linux-native tools or workflows. However, the main deployment steps use kubectl commands, which are cross-platform and standard for Kubernetes. There are no PowerShell-specific scripts or Windows-only tools in the main instructions, but the ordering and lack of explicit Linux parity in the prerequisites suggest a mild 'windows_first' bias.
Recommendations
  • When listing ways to create an Azure Kubernetes cluster, mention Linux-native tools (such as Azure CLI) first, or clarify that Azure CLI is cross-platform and works on Linux, macOS, and Windows.
  • Include explicit notes or examples for Linux/macOS users, such as using bash/zsh terminals, where relevant.
  • If referencing Azure PowerShell, balance with a note about Bash/CLI usage on Linux.
  • Consider adding a section or callout confirming that all kubectl commands and YAML deployment steps are fully supported and tested on Linux and macOS, not just Windows.
  • Where possible, avoid implying that the Azure portal or PowerShell are the default or preferred options.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets