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
windows_tools
Summary
The documentation demonstrates a 'windows_first' and 'windows_tools' bias by exclusively referencing the Azure portal (a web UI optimized for Windows/Edge), Azure Key Vault, and Azure DevOps tools throughout all workflows. There are no Linux-specific instructions, CLI/bash examples, or references to cross-platform command-line tools. All screenshots and navigation steps assume a GUI workflow typical of Windows-centric environments, and there is no mention of Linux-native tooling or alternative approaches for Linux users.
Recommendations
  • Provide equivalent instructions using the Azure CLI and/or Azure PowerShell for all major workflows (e.g., adding catalogs, configuring managed identities, managing Key Vault secrets).
  • Include bash shell command examples for Linux users, especially for tasks like cloning repositories, managing secrets, and interacting with Azure resources.
  • Explicitly state that all steps can be performed from Linux, macOS, or Windows, and clarify any platform-specific prerequisites.
  • Add screenshots or terminal output examples from Linux environments where relevant.
  • Reference cross-platform tools (such as az CLI) before or alongside GUI-based instructions.
  • Where GUI navigation is described, offer parallel CLI or REST API instructions for users who prefer or require non-GUI workflows.
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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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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