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_first
missing_linux_example
windows_tools
Summary
The documentation is heavily oriented toward the Azure portal and Microsoft Entra (formerly Azure AD) ecosystem, which is most commonly used in Windows-centric environments. All examples and screenshots are based on the Azure portal UI, with no mention of Linux CLI, cross-platform tools, or alternative authentication/group management methods. There are no instructions or examples for Linux users, such as using the Azure CLI, REST APIs, or Terraform to accomplish the same tasks. The documentation assumes the user is operating in a Windows/Azure environment and does not address Linux-native workflows.
Recommendations
  • Add equivalent instructions for configuring Grafana Team Sync using the Azure CLI, which is cross-platform and commonly used on Linux.
  • Provide REST API examples for managing Microsoft Entra groups and Grafana team assignments, enabling automation and parity for Linux users.
  • Include references to Terraform or other infrastructure-as-code tools for managing Azure Managed Grafana and Entra group integration.
  • Explicitly mention that the Azure portal UI is platform-agnostic, but supplement with CLI and API methods to ensure Linux users are not excluded.
  • Consider adding a section on integrating non-Microsoft identity providers or group management systems for organizations not using Windows/Azure ecosystems.
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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 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed 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
2025-09-10 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased