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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias by exclusively using PowerShell cmdlets and Windows-centric tooling (e.g., Invoke-Sqlcmd, Install-Module, Get-Command) for all automation and database management examples. No Linux shell (bash, Azure CLI) or cross-platform alternatives are provided, and the instructions assume the use of Windows environments (elevated PowerShell prompt, environment variables like $env:computerName). The documentation does not mention or demonstrate how to perform these tasks from Linux or macOS systems, nor does it reference Linux-specific modules or patterns.
Recommendations
  • Add equivalent examples using Azure CLI and bash scripts for Linux users.
  • Document how to install and use required modules (Az.Accounts, SqlServer) on Linux/macOS, including any prerequisites.
  • Provide instructions for running Hybrid Runbook Worker on Linux, if supported, or clarify platform limitations.
  • Reference cross-platform tools (e.g., sqlcmd, Azure CLI) alongside PowerShell, and show usage for database connections and automation.
  • Explicitly state platform requirements and parity, and ensure Linux/macOS users are not excluded from the workflow.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets