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 page exhibits a strong bias toward Windows and PowerShell. All command-line examples use PowerShell, with no Bash, CLI, or Linux-native scripting alternatives. Even REST API and ARM template deployment steps are shown exclusively with PowerShell, and file paths use Windows conventions. Linux is mentioned only in passing for Hybrid Runbook Worker versioning, with no Linux-specific operational examples. This bias makes it difficult for Linux/macOS users to follow the instructions without translating PowerShell commands to their own environments.
Recommendations
  • Provide Azure CLI (az) examples alongside PowerShell for all major steps, including enabling managed identity, assigning roles, and verifying assignments.
  • Include Bash shell script examples for REST API calls, using curl or httpie, and show how to authenticate and parse results on Linux/macOS.
  • Show ARM template deployment using Azure CLI (az deployment group create) and reference cross-platform tools.
  • When referencing file paths or environment variables, include both Windows and Linux/macOS conventions.
  • Explicitly mention and demonstrate how Linux/macOS users can perform each step, especially for runbook authentication and token retrieval.
  • Add a section or callouts for Linux/macOS users, highlighting any differences or additional requirements.
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 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