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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page provides a PowerShell example for passing secrets to Helm, but does not offer an equivalent Bash/Linux shell example. The use of PowerShell and Windows-centric scripting is presented without Linux parity, and the only explicit scripting example for dynamic key-value injection is Windows-specific. This may hinder Linux users, who are the majority in Kubernetes environments.
Recommendations
  • Provide a Bash/Linux shell equivalent for the PowerShell example that uses az appconfig kv list and helm upgrade --set.
  • When showing command-line scripting, present both Windows (PowerShell) and Linux (Bash) examples, or default to Bash unless there is a Windows-specific need.
  • Review the order of examples and ensure Linux/Bash is not omitted or placed after Windows/PowerShell.
  • Add a note clarifying that the Azure CLI and Helm commands work cross-platform, and provide links or guidance for Linux users where appropriate.
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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
2026-01-06 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

Flagged Code Snippets