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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a bias toward Windows environments by primarily referencing PowerShell for automation and scripting tasks, mentioning Windows-centric tools (PowerShell Az.Resource module, Power BI, SQL Server) before or instead of Linux equivalents. There are no examples or explicit instructions for Linux users (e.g., Bash, CLI, or Linux-native automation), and the scripting examples and tool recommendations are Windows-first or Windows-only.
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts for exporting resource usage, alongside PowerShell.
  • Mention and demonstrate usage of Linux-compatible automation tools (e.g., cron jobs, shell scripts) for batch exports.
  • Include references to cross-platform visualization tools (e.g., Grafana, Kibana) in addition to Power BI.
  • Highlight Linux-friendly storage solutions and database options, not just SQL Server.
  • Ensure that all code samples and tool recommendations are presented in a platform-neutral or parallel fashion (Windows and Linux side-by-side).
GitHub Create Pull Request

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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased