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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively referencing Microsoft Defender, Microsoft Sentinel, and Azure portals—all Windows-centric tools and interfaces. There are no examples or instructions for onboarding or interacting with the data lake and graph from Linux environments, nor is there mention of Linux command-line tools, APIs, or cross-platform CLI usage. The documentation assumes use of the Defender portal and other Microsoft GUIs, which are most commonly accessed from Windows. Additionally, the order and focus of the documentation prioritize Windows tools and workflows, with no parity for Linux or open-source alternatives.
Recommendations
  • Include onboarding instructions using Azure CLI and REST APIs, which are cross-platform and usable from Linux.
  • Provide examples for interacting with the data lake and graph from Linux environments, such as using curl, az CLI, or PowerShell Core (which runs on Linux).
  • Mention compatibility and access methods for non-Windows users, including browser support and remote access options.
  • Add troubleshooting and configuration steps relevant to Linux administrators, such as service principal authentication or scripting.
  • Explicitly state that the onboarding process can be performed from Linux and macOS, and link to relevant cross-platform documentation.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean