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_tools
windows_first
Summary
The documentation provides PowerShell examples and instructions for every scenario, but does not offer equivalent Linux shell (bash, CLI) examples. The installation and usage instructions for PowerShell (Az module) are Windows-centric, and PowerShell is presented as the default scripting interface for command-line usage. There is no mention of Linux/Unix shell alternatives, nor are cross-platform command-line tools (such as Azure CLI or bash scripts) provided. PowerShell is listed first in each code tab, reinforcing a Windows-first approach.
Recommendations
  • Add Azure CLI (az) examples for each scenario alongside PowerShell, ensuring parity for Linux/macOS users.
  • Include bash shell script examples where appropriate, especially for installation and environment setup.
  • Explicitly mention cross-platform compatibility for SDKs and tools, and clarify which instructions apply to Linux/macOS.
  • Reorder code tabs so that PowerShell is not always first; consider alphabetical or usage-based ordering.
  • Add notes or sections on how to perform tasks on Linux/macOS, including package installation and environment setup.
  • Reference Linux tools (e.g., curl, jq) where relevant for data manipulation and querying.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets