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
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell usage. All code examples and instructions for creating, managing, and invoking webhooks use PowerShell cmdlets and Windows-centric tooling, with no mention of Linux-native tools or cross-platform alternatives. Even REST API examples are shown via PowerShell's Invoke-RestMethod, and there are no bash, curl, or other Linux shell examples. The documentation assumes the user is operating in a Windows/PowerShell environment and does not provide parity for Linux users.
Recommendations
  • Add equivalent examples using bash and curl for invoking webhooks and REST API calls.
  • Show how to use Azure CLI (az) for creating, managing, and deleting webhooks and runbooks.
  • Include instructions and code samples for Linux/macOS environments, such as using curl, jq, and native shell scripting.
  • Explicitly mention cross-platform support and provide guidance for users on non-Windows systems.
  • Where PowerShell is required, clarify if PowerShell Core (pwsh) on Linux/macOS is supported, and provide examples if so.
  • Balance the order of examples so that Linux and cross-platform methods are presented alongside or before Windows/PowerShell methods.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets