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
windows_first
missing_linux_example
Summary
The documentation page demonstrates Windows bias by exclusively referencing Azure tools (Azure Portal and Azure CLI) for role assignment and management, which are primarily associated with Windows environments. There are no examples or instructions for Linux-native tools, shell commands, or cross-platform alternatives. The Azure Portal UI instructions are presented first, reinforcing a Windows-centric workflow. No mention is made of Linux-specific patterns, nor is there guidance for managing permissions via Linux shell or automation tools outside Azure CLI.
Recommendations
  • Include examples using Linux-native command-line tools (e.g., Bash scripts, curl, REST API calls) for role assignment.
  • Explicitly state that Azure CLI is cross-platform and provide installation instructions for Linux users.
  • Add instructions for managing Grafana roles and permissions using the Grafana API directly, which is platform-agnostic.
  • Present cross-platform workflows (e.g., using Terraform, Ansible) for automating role assignments.
  • Balance the order of examples by alternating or grouping Windows and Linux approaches, rather than presenting Windows-centric methods first.
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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