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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. Azure PowerShell examples and references are given equal or greater prominence than Azure CLI (Linux) equivalents, with PowerShell-specific instructions, code samples, and tool usage appearing throughout. In several sections, PowerShell examples are presented before or alongside CLI examples, and Windows-centric tools (e.g., PowerShell, ARMClient in PowerShell mode) are referenced. There is a lack of explicit Linux shell (bash) deployment examples outside of Azure CLI, and no mention of Linux-native scripting environments or deployment patterns beyond the CLI. The deployment instructions for Bicep files use Azure PowerShell exclusively, with no az CLI or bash alternatives provided.
Recommendations
  • Provide Linux-native deployment instructions (e.g., az CLI commands or bash scripts) alongside PowerShell examples for deploying Bicep files.
  • Ensure that Azure CLI (Linux) examples are presented first or at least equally with PowerShell examples in all code sample sections.
  • Include explicit bash shell script examples for common deployment tasks, not just Azure CLI usage.
  • Reference Linux tools and patterns (e.g., bash, shell scripting, Linux containers) where appropriate, and clarify platform support for deployment scripts.
  • Add a section comparing development and troubleshooting workflows on Windows vs. Linux, highlighting any differences and best practices for each.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets