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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page demonstrates a Windows bias by primarily referencing PowerShell and Windows-centric tools and workflows. PowerShell is the only command-line example provided, and there are no Linux shell (bash/CLI) examples or explicit mentions of Linux tools. Windows tools like Power BI and SQL Server are mentioned before cross-platform or Linux-native alternatives. The documentation does not address Linux users or provide parity in instructions or tooling.
Recommendations:
  • Provide equivalent bash/CLI examples for exporting resource usage, using Azure CLI or REST API with curl.
  • Explicitly mention that Azure Functions and Automation can be implemented in Python or other cross-platform languages, and provide sample code or links.
  • Include Linux-friendly storage and visualization options, such as PostgreSQL, Grafana, or open-source BI tools, alongside Power BI and SQL Server.
  • Ensure that instructions and examples are platform-agnostic or provide both Windows and Linux workflows side by side.
  • Clarify that PowerShell Core is cross-platform if recommending it, and provide installation guidance for Linux users.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased