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
Summary
The documentation page demonstrates a bias toward Windows/Azure-centric tooling by exclusively referencing the Azure portal and Azure CLI for role assignment and permissions management. There are no examples or mentions of Linux-native tools, cross-platform alternatives, or generic Grafana administration via the command line or API. The instructions assume the use of Azure-specific identity and access management, which is more familiar to Windows/Azure users, and do not provide parity for users managing Grafana on Linux or outside the Azure ecosystem.
Recommendations
  • Include examples of managing Grafana roles and permissions using Grafana's native CLI tools or REST API, which are platform-agnostic and commonly used on Linux.
  • Mention and, where possible, provide examples for using Linux command-line tools or scripts to interact with Grafana permissions, especially for users not leveraging Azure-specific identity management.
  • Clarify that the Azure CLI is cross-platform, but also acknowledge and provide alternatives for users who may be managing Grafana instances outside of Azure or who prefer non-Azure-native tools.
  • Add a section or note on how to perform equivalent role and permission management tasks in self-hosted Grafana environments, which are often deployed on Linux.
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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
2026-01-11 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
2025-08-17 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

Flagged Code Snippets