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 page provides detailed instructions for deleting lab VMs and labs in Azure DevTest Labs, with automation examples exclusively using PowerShell scripts. No Linux shell (Bash, CLI) or cross-platform automation examples are provided, and PowerShell is presented as the sole scripting method for bulk VM deletion. The page implicitly favors Windows users by omitting Linux-native tools and examples.
Recommendations
  • Add equivalent Azure CLI (az) examples for automating VM and lab deletion, which are cross-platform and commonly used on Linux and macOS.
  • Explicitly mention that PowerShell is available on Linux and macOS, but also provide Bash or shell script alternatives for users who prefer native Linux tooling.
  • Include guidance or links to documentation for using REST API or SDKs (Python, Node.js) to perform these operations, ensuring broader platform coverage.
  • Reorder or parallelize automation sections to present both PowerShell and Linux-friendly options side by side, rather than PowerShell-only.
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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