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 presents certificate renewal steps for Azure Application Gateway using the Azure portal, Azure PowerShell, and Azure CLI. The PowerShell example is detailed and appears before the CLI example, which may suggest a Windows-first approach. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific tooling or workflows. The CLI example is generic but lacks context for Linux users (e.g., file path conventions, shell environment).
Recommendations
  • Include explicit bash shell examples for certificate renewal using Azure CLI, demonstrating Linux file path usage and environment.
  • Add notes or sections highlighting Linux compatibility and any differences in workflow or prerequisites.
  • Present CLI examples before PowerShell examples to avoid implicit prioritization of Windows tooling.
  • Reference Linux-native tools (such as OpenSSL) for certificate management where relevant.
  • Clarify that both PowerShell and CLI are cross-platform, but provide guidance for Linux users where needed.
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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