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_tools
missing_linux_example
Summary
The documentation page references PowerShell and Windows-centric tooling for configuring Application Gateway features (e.g., WAF custom rules, TLS policy configuration) without mentioning or providing equivalent Azure CLI, Bash, or ARM template examples. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer cross-platform tools. No explicit Linux/macOS examples or parity guidance is provided.
Recommendations
  • Provide Azure CLI and Bash examples alongside PowerShell for all configuration tasks, especially for WAF custom rules and TLS policy management.
  • Reference ARM template and REST API options where possible for platform-neutral automation.
  • Explicitly state that all tasks can be performed using cross-platform tools and link to relevant documentation.
  • Reorder examples so that cross-platform (CLI/ARM) options are presented before or alongside PowerShell/Windows-specific instructions.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Clean Clean
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Clean Clean
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean