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 both Bash and PowerShell examples for key commands, but PowerShell is given equal prominence, and its inclusion suggests a bias toward Windows environments. The use of PowerShell tabs and examples may imply a Windows-first approach, especially since PowerShell is primarily used on Windows, even though it is available cross-platform. There are no explicit Linux-only examples or Linux-first instructions, and the documentation does not mention Linux-specific tools or patterns beyond Bash. However, the overall instructions are largely cross-platform due to the reliance on Azure CLI and Kubernetes tools.
Recommendations
  • Clarify that Bash examples are suitable for Linux/macOS environments and PowerShell for Windows, and explicitly state platform applicability for each example.
  • Consider providing Linux-specific troubleshooting tips or notes, especially for file editing and service management (e.g., alternatives to 'nano' for editing config files).
  • Add a note about PowerShell Core availability on Linux/macOS, or suggest Bash as the default for non-Windows users.
  • Ensure that Linux tools and patterns (such as systemd, nano, etc.) are explained or alternatives are provided for Windows users.
  • Review the order of example tabs: consider listing Bash first to reflect the prevalence of Linux in cloud-native and Kubernetes environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets