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
missing_linux_example
windows_tools
Summary
The documentation provides only PowerShell scripting examples for automating VM deletion, with no mention of Linux-native tools or cross-platform alternatives such as Azure CLI, Bash, or REST API. The automation section is Windows-centric, assuming the user is on Windows or using PowerShell, and does not offer parity for Linux users.
Recommendations
  • Add equivalent examples using Azure CLI (az commands) for automating VM and lab deletion, which are cross-platform and commonly used on Linux.
  • Include Bash script examples for Linux users, demonstrating how to perform the same operations.
  • Mention REST API options for advanced users who may wish to automate via HTTP requests, which are platform-agnostic.
  • Explicitly state that PowerShell Core is available on Linux and macOS, if PowerShell must be used, and clarify compatibility.
  • Reorder automation sections to present cross-platform solutions (Azure CLI, REST API) before or alongside PowerShell examples.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets