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
Summary
The documentation page demonstrates a bias towards Windows environments by frequently referencing PowerShell as a primary automation tool, listing it first among automation methods, and providing examples and workflow descriptions that center on PowerShell and Azure Automation Runbooks. There are no explicit Linux shell (bash) or cross-platform CLI examples, nor is there mention of Linux-specific automation patterns or tools. While CLI, SDKs, Terraform, and Ansible are listed, practical examples and workflows focus on PowerShell and Windows-centric automation, leaving Linux users with less guidance.
Recommendations
  • Provide explicit bash or Azure CLI examples alongside PowerShell for each scenario.
  • Include Linux-focused automation workflows, such as using cron jobs, shell scripts, or Ansible playbooks for backup automation.
  • Ensure that references to automation tools do not prioritize PowerShell or Windows-first approaches; list CLI and SDKs equally.
  • Add sample scripts and videos demonstrating automation from Linux environments.
  • Highlight cross-platform compatibility and note any differences or considerations for Linux users.
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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
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-19 13:51 #54 completed 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