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 and Az PowerShell cmdlets for all automation and SQL management examples. There are no references to Linux-native tools, Bash, or cross-platform alternatives. Instructions for installing modules and running commands assume a Windows environment (elevated PowerShell prompt), and there is no mention of how to accomplish these tasks on Linux-based Hybrid Runbook Workers or using Bash/CLI. The documentation also introduces Windows-centric patterns and tools before any Linux equivalents (which are absent).
Recommendations
  • Include equivalent examples using Azure CLI and Bash scripts for connecting and managing Azure SQL databases.
  • Document how to install required modules and run automation tasks on Linux-based Hybrid Runbook Workers.
  • Add notes or sections clarifying cross-platform support and differences, especially for Linux users.
  • Reference Linux tools (e.g., sqlcmd, Azure CLI) alongside PowerShell cmdlets, and provide sample code for both environments.
  • Ensure that instructions for configuring Hybrid Runbook Workers cover both Windows and Linux setup steps.
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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

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