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 page demonstrates a Windows/Azure-centric bias by exclusively referencing Azure-specific tools and workflows (Azure portal, Azure CLI, Microsoft Entra ID) for managing Grafana permissions. There are no examples or instructions for Linux-native tools, non-Azure CLI environments, or generic Grafana administration outside of the Azure ecosystem. The command-line example uses Azure CLI, which is available cross-platform but is primarily associated with Azure and Windows environments. No mention is made of Linux shell commands, native Grafana CLI, or alternative identity providers.
Recommendations
  • Include examples of managing Grafana roles and permissions using the native Grafana CLI or REST API, which are platform-agnostic and commonly used in Linux environments.
  • Provide instructions or references for managing permissions in self-hosted Grafana (outside Azure), highlighting differences and Linux-native workflows.
  • Clarify that Azure CLI is cross-platform, but also suggest how to perform equivalent tasks using bash, curl, or other Linux-native tools.
  • Mention or link to documentation for integrating non-Microsoft identity providers, if supported, to broaden applicability beyond Microsoft Entra ID.
  • Consider reordering sections or adding parallel Linux/generic Grafana examples alongside Azure-specific instructions to improve parity.
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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