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 for onboarding scripts in workload orchestration is heavily biased toward Windows environments. All script examples are provided as PowerShell scripts (.ps1), and users are instructed to use PowerShell terminals. Prerequisites reference Windows-specific tools like 'winget' for installing dependencies, with no mention of Linux/macOS alternatives. There are no Bash or shell script equivalents, and no guidance for running these scripts on non-Windows platforms. This creates significant friction for Linux/macOS users, who may not be able to follow the onboarding process as described.
Recommendations
  • Provide equivalent onboarding scripts in Bash or cross-platform scripting languages, or clarify if the scripts are Windows-only.
  • Include installation instructions for Azure CLI and kubectl using platform-appropriate package managers (e.g., apt, yum, brew) for Linux/macOS.
  • Add explicit notes about platform support and any requirements or limitations for non-Windows users.
  • If PowerShell Core (pwsh) is supported on Linux/macOS, document how to use it and how to run the scripts in those environments.
  • Reorder or supplement examples so Linux/macOS instructions are given equal prominence.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets