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
windows_first
Summary
The documentation page demonstrates a strong Windows and PowerShell bias. All code examples for creating, using, and managing webhooks are provided exclusively in PowerShell, with no equivalent Bash, curl, or CLI examples for Linux or cross-platform users. Windows/PowerShell tools and cmdlets (e.g., Invoke-WebRequest, Get-Content, Az Module) are used throughout, and there is no mention of Linux-native tools or workflows. Even REST API usage is shown only via PowerShell. The documentation does not address how to perform these tasks from a Linux environment or with cross-platform tools, and the PowerShell-first approach may hinder accessibility for non-Windows users.
Recommendations
  • Provide equivalent examples using Bash and curl for all webhook operations (creation, invocation, deletion, etc.), especially for REST API calls.
  • Include Azure CLI (az) command examples for creating and managing Automation webhooks, as Azure CLI is cross-platform.
  • Show how to use common Linux tools (e.g., jq, curl, wget) to interact with webhooks and parse responses.
  • Explicitly mention cross-platform compatibility and provide guidance for both Windows and Linux users.
  • Where PowerShell is required (e.g., for runbook code), clarify that PowerShell Core is available cross-platform and provide notes on any differences.
  • Add a section or callouts for Linux/macOS users, outlining any prerequisites or differences in workflow.
GitHub Create Pull Request

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