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 Windows bias by consistently referencing PowerShell as the primary automation client, mentioning it before CLI and other cross-platform tools. Example workflows and automation scenarios are described using PowerShell and Azure Automation Runbooks (which are often PowerShell-based), with no explicit Linux shell (Bash) or cross-platform scripting examples. There are no Linux-specific examples or mentions of Bash scripting, and the guidance for automation is oriented toward Windows-centric tools and patterns.
Recommendations
  • Provide explicit Bash (Linux shell) examples alongside or before PowerShell examples for all automation scenarios.
  • When listing automation clients, alternate the order or explicitly state that both PowerShell and CLI are supported equally.
  • Include sample scripts and workflows using Azure CLI in Bash, especially for common tasks like configuring backups and exporting operational data.
  • Highlight cross-platform automation options (e.g., Python SDK, Terraform, Ansible) with concrete Linux-based usage examples.
  • Clarify that Azure Automation Runbooks can use Python or Bash, not just PowerShell, and provide links or examples for those.
  • Add a section or callout for Linux administrators, summarizing Linux-friendly automation approaches.
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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