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
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for configuring Key Vault references, but PowerShell examples are consistently presented alongside or immediately after CLI examples, and no Linux-specific shell (e.g., Bash) or OS-specific guidance is given. There is a lack of explicit Linux-native instructions or troubleshooting steps, and Windows-centric tools (PowerShell) are featured without parity for Linux users. The troubleshooting and portal navigation instructions do not mention platform differences, and the documentation does not address Linux-specific nuances beyond a brief mention in networking configuration.
Recommendations
  • Add explicit Bash shell examples for all CLI commands, clarifying usage on Linux and macOS.
  • Where PowerShell is used, provide equivalent Linux-native scripting (e.g., Bash, zsh) or clarify that Azure CLI works cross-platform.
  • Include troubleshooting steps or notes for Linux users, especially regarding file system mounting and managed identity propagation.
  • Clarify any platform-specific behavior in portal navigation or diagnostics, if applicable.
  • Ensure that any references to OS-specific tools (e.g., PowerShell) are balanced with Linux alternatives or guidance.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets