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_tools
Summary
The documentation page is generally platform-neutral and focuses on Azure Cost Management concepts and APIs. However, there is a notable mention of the 'Azure Hybrid Benefit' program, which specifically references Windows Server and SQL Server licenses. This highlights Windows-centric cost-saving options, while no equivalent Linux-specific cost-saving programs are mentioned. No command-line examples, automation scripts, or tooling references (such as PowerShell or Bash) are present, and the APIs described are accessible from any platform.
Recommendations
  • Add information about cost-saving programs or licensing benefits for Linux workloads, if available (e.g., reserved instances for Linux VMs, open-source database discounts).
  • Explicitly mention that all APIs and tools described (Exports API, Cost Details API, Query API, etc.) are accessible from Linux, macOS, and Windows environments.
  • If automation examples are added in future revisions, ensure parity by providing both PowerShell (Windows) and Bash (Linux/macOS) examples.
  • Highlight any Azure features or best practices that are particularly relevant for Linux-based workloads (e.g., cost optimization for open-source stacks).
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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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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