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
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a Windows bias by listing Azure PowerShell as a primary method for creating managed identities, referencing Windows-centric tools and patterns (PowerShell, certificates), and mentioning PowerShell before Azure CLI. There is no explicit Linux example or parity in scripting or tooling, and the use of certificates is described in a way that aligns more closely with Windows administration practices.
Recommendations
  • Provide explicit Linux examples for managed identity creation and usage, such as bash scripts or Linux-native tools.
  • List Azure CLI before Azure PowerShell when presenting cross-platform options, as CLI is available on both Windows and Linux.
  • Clarify certificate distribution steps for both Windows and Linux cluster nodes, including Linux-friendly methods (e.g., using OpenSSL, scp, or cloud-init).
  • Include troubleshooting and operational guidance for Linux users, ensuring that all instructions are platform-agnostic or have Linux-specific notes where appropriate.
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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 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
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean