Bias Analysis
Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation is heavily focused on PowerShell and Windows-centric tools (e.g., Start-AzAutomationRunbook, PowerShell Workflow), with all examples and guidance provided exclusively in PowerShell syntax. There is no mention of Linux/Unix shell scripting, Python runbooks, or cross-platform approaches. Windows/PowerShell patterns and modules are presented as the default and only option, with no Linux or non-PowerShell alternatives discussed.
Recommendations
- Add equivalent examples using Python runbooks, which are supported in Azure Automation and are cross-platform.
- Include references to Bash or other Linux shell scripting options where applicable, or explicitly state their support status.
- Clarify which features and cmdlets are available or behave differently on Linux Hybrid Runbook Workers.
- Balance the documentation by providing Linux-first or at least parallel Linux examples alongside PowerShell/Windows ones.
- Mention any limitations or differences for Linux users up front, and provide links to Linux-specific guidance if available.
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