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
windows_first
Summary
The documentation page demonstrates mild Windows bias in its coverage of management tools. In the 'Management plane' section, Azure PowerShell is listed before Azure CLI, and Windows-centric tools (PowerShell, Visual Studio Code extension) are mentioned, while Linux-native equivalents (such as Bash scripting or Linux package managers) are not. There are no explicit Linux command-line examples, and the quickstart links direct users to the Azure portal, which is platform-neutral but commonly associated with Windows environments. However, the self-hosted gateway is described as Linux-based, and Docker/Kubernetes deployment is referenced, which is Linux-friendly.
Recommendations
  • List Azure CLI before Azure PowerShell when mentioning management tools, or present them together to avoid platform ordering bias.
  • Explicitly mention that Azure CLI and REST API are cross-platform and provide example usage for both Windows (PowerShell) and Linux (Bash).
  • Include references to Linux-native workflows, such as Bash scripts or package managers, where appropriate.
  • When mentioning Visual Studio Code, clarify its cross-platform nature and suggest alternative editors for Linux users if relevant.
  • Add quickstart links or examples for creating and managing API Management instances using Azure CLI and Bash, alongside Azure portal instructions.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-14 00:01 #80 cancelled Clean Clean
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean