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 demonstrates a Windows bias by predominantly featuring PowerShell examples and references, with no equivalent examples for Linux or Bash. The only CLI automation example provided is via Azure PowerShell, and all runbook tutorials referenced in 'Next steps' prioritize PowerShell before Python. There is no mention of Bash, Azure CLI, or Linux-specific workflows, nor are there instructions for creating or managing Automation accounts using Linux tools or shell environments.
Recommendations
  • Add Azure CLI examples for creating and managing Automation accounts, alongside PowerShell examples.
  • Include Bash shell script examples for key operations, such as rotating access keys.
  • Provide parity in runbook tutorials by featuring Python and Bash runbooks equally with PowerShell.
  • Explicitly mention Linux and cross-platform usage in relevant sections, including screenshots from Linux environments.
  • Reference both PowerShell and Azure CLI documentation in 'Next steps' and throughout the page.
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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 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