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
windows_tools
Summary
The documentation demonstrates a mild Windows bias. Azure Data Studio (a Microsoft tool, primarily used on Windows) is listed as the main tool for database management, with PgAdmin only mentioned as an alternative. Command-line examples are provided for both Bash and PowerShell, but PowerShell (Windows shell) is given equal prominence, which may not reflect the actual usage patterns of cross-platform developers. The Azure portal (web-based, but often associated with Windows environments) is the only method shown for configuration, with no mention of CLI or Linux-native alternatives. There are no Linux-specific tools or workflows highlighted, and Windows-centric patterns (such as PowerShell and Azure Data Studio) are presented before or alongside their Linux equivalents.
Recommendations
  • Provide explicit examples using Linux-native tools such as psql and PgAdmin, and show how to install and use them on Linux.
  • Include instructions for configuring the database using Azure CLI or PostgreSQL CLI tools, not just the Azure portal.
  • Make Bash the default or primary example for command-line instructions, with PowerShell as an alternative for Windows users.
  • Mention and link to Linux installation guides for all required tools.
  • Clarify that all steps can be performed on Linux, and highlight any platform-specific differences.
  • Consider adding a section or callout for Linux users, summarizing the workflow and tools best suited for Linux environments.
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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 Biased Biased
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 Clean Clean

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