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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell-based deployment examples, referencing Windows-specific tools and patterns (such as Azure PowerShell and AzureFileCopy tasks), and using Windows-based VM images in YAML samples. There is no mention of Bash, Linux-native scripting, or cross-platform alternatives, and Linux examples are missing even though Azure Pipelines supports Ubuntu and other Linux agents.
Recommendations
  • Provide equivalent Bash or cross-platform script examples for ARM template deployment, using the Azure CLI.
  • Include YAML samples that use 'ubuntu-latest' or other Linux agents for all deployment scenarios, not just PowerShell.
  • Mention and demonstrate Linux-native tools (e.g., AzCopy via CLI, Azure CLI for deployments) alongside Windows tools.
  • Clarify which tasks and scripts are cross-platform and which are Windows-specific, and recommend alternatives for Linux users.
  • Add a section or callouts for Linux users, including troubleshooting tips and best practices for non-Windows 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
2026-01-12 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 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

Flagged Code Snippets