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
missing_linux_example
Summary
The documentation provides verification steps using Azure CLI and Azure PowerShell, with PowerShell presented as a primary tab. There are no explicit Linux shell (bash) examples for connecting to the SQL Database or verifying endpoints from a Linux VM, nor are there instructions for using native Linux tools (e.g., curl, dig, ssh) to test connectivity. The verification and resource cleanup steps rely on Azure CLI and PowerShell, which are available cross-platform, but PowerShell is traditionally associated with Windows. There is no mention of Linux-specific patterns or troubleshooting, and no explicit parity in examples for Linux users.
Recommendations
  • Add explicit bash/Linux shell examples for verifying connectivity to the SQL Database and private endpoint from the deployed VM (e.g., using ssh, curl, or dig).
  • Include instructions for using native Linux tools to test DNS resolution and connectivity, such as 'nslookup', 'dig', or 'curl' from the VM.
  • Ensure that verification steps are presented in a way that does not prioritize Windows/PowerShell over Linux/bash, possibly by listing bash examples first or side-by-side.
  • Add troubleshooting steps or notes relevant to Linux users, such as common issues with SSH keys, DNS resolution, or firewall rules on Linux VMs.
  • Clarify that both Azure CLI and PowerShell are cross-platform, and provide links or notes for installing them on Linux if needed.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased

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