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
missing_linux_example
windows_first
Summary
The documentation exclusively describes using the Azure Portal (a web interface) for all operations and does not provide any command-line examples. There are no references to Windows-specific tools or PowerShell, but also no mention of Linux, CLI, or cross-platform automation. The lack of Azure CLI, Bash, or REST API examples means Linux and automation-focused users are underserved. The instructions implicitly assume a GUI-first (and thus often Windows-first) workflow, which can be a subtle form of bias.
Recommendations
  • Add equivalent instructions for enabling and managing Defender for APIs using the Azure CLI (az), which is cross-platform and widely used on Linux.
  • Include REST API examples for onboarding/offboarding APIs to Defender for APIs, allowing for automation and platform independence.
  • If PowerShell examples are ever added, ensure Bash or CLI equivalents are provided alongside.
  • Explicitly mention that all steps can be performed from any OS via the Azure Portal, but highlight and document command-line and automation options for Linux users.
  • Consider a 'Choose your platform' section at the start, linking to instructions for Portal, CLI, PowerShell, and REST API.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
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 Clean Clean
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
2025-09-10 00:00 #107 completed Biased Biased
2025-08-15 00:01 #81 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