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 page demonstrates moderate Windows bias by explicitly listing Azure PowerShell and Visual Studio (Windows-centric tools) as primary client tools for Service Connector, while Linux-native equivalents (such as Bash scripting or VS Code) are not mentioned. Azure CLI is cross-platform, but Windows tools are listed before Linux-friendly alternatives, and no Linux-specific examples or guidance are provided.
Recommendations
  • Add explicit mention and examples of using Service Connector with Bash or other Linux-native shells.
  • Include guidance for managing Service Connector connections using VS Code or other cross-platform editors, not just Visual Studio.
  • Ensure that Linux usage patterns (e.g., scripting, automation) are represented alongside Windows/PowerShell examples.
  • List cross-platform tools (Azure CLI, Terraform) before Windows-centric tools (PowerShell, Visual Studio) to avoid ordering bias.
  • Provide sample commands or workflows for Linux environments to ensure parity.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased