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
missing_linux_example
Summary
The documentation consistently recommends Azure Cloud Shell as the troubleshooting environment and provides all command-line examples in Bash, which is cross-platform. However, there is a strong emphasis on using Azure Cloud Shell, which is most commonly accessed via a browser on Windows, and there is no mention of Linux-native workflows, local Linux terminals, or alternative shells. There are no PowerShell-specific examples, but the documentation does not acknowledge or provide guidance for users who may prefer or require troubleshooting from a local Linux environment or other non-Azure shells.
Recommendations
  • Explicitly mention that all Bash commands work natively on Linux terminals and macOS, not just in Azure Cloud Shell.
  • Provide instructions or notes for users who wish to run troubleshooting steps from their own Linux or macOS environments, including any prerequisites (e.g., Azure CLI, kubectl).
  • Clarify that Azure Cloud Shell is cross-platform and can be accessed from any OS, but users can also use their local shell if preferred.
  • Add troubleshooting steps or examples for users who may be running AKS clusters from Linux workstations, including how to authenticate and access Azure resources from a local shell.
  • Consider including a brief section comparing Azure Cloud Shell, Windows PowerShell, and Linux/macOS Bash environments for troubleshooting, to ensure parity and inclusivity.
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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 Clean Clean
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

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