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
Summary
The documentation exclusively uses Azure Portal (GUI) instructions and screenshots, which are platform-agnostic but implicitly favor Windows users due to the prominence of Windows in Azure Portal usage and lack of CLI examples. There are no command-line instructions (e.g., Azure CLI, PowerShell, Bash) provided, which are essential for Linux/macOS users or those working in headless/server environments. No Linux-specific tools, patterns, or examples are mentioned.
Recommendations
  • Add Azure CLI command examples for all major steps (creating managed identities, assigning roles, configuring key vault access), ensuring commands work on Linux/macOS and Windows.
  • Include PowerShell examples only if CLI parity is maintained; otherwise, prioritize cross-platform CLI.
  • Explicitly mention that all steps can be performed via CLI and provide links to relevant CLI documentation.
  • Add notes or sections for automation scenarios (e.g., using Bash scripts, cloud shell) to support Linux/macOS users.
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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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased