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 moderate Windows bias. Azure Data Studio (a Microsoft/Windows-centric tool) is presented as the primary tool for interacting with PostgreSQL, with PgAdmin only briefly mentioned as an alternative. Command-line examples are provided for both Bash and PowerShell, but PowerShell is given equal prominence, which may not reflect the usage patterns of Linux/macOS developers. The instructions for configuring the database and accessing the Azure portal are written from a perspective familiar to Windows users, with no mention of Linux-specific tools or workflows (e.g., psql, Linux desktop environments, or CLI-only workflows).
Recommendations
  • Provide explicit examples using Linux-native tools such as psql for database creation and querying, alongside Azure Data Studio and PgAdmin.
  • Clarify that Azure Data Studio is cross-platform, and offer installation instructions for Linux and macOS users.
  • Include screenshots and instructions for Linux desktop environments (e.g., GNOME, KDE) when referencing GUI tools.
  • When listing command-line examples, consider listing Bash first and PowerShell second, or clarify which is most common for Linux/macOS users.
  • Add a section or note on using the Azure CLI for portal-related steps, as many Linux users prefer CLI workflows.
  • Ensure parity in troubleshooting and cleanup instructions for Linux environments (e.g., using psql to drop tables).
GitHub Create Pull Request

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

Flagged Code Snippets