Bias Analysis
Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several ways. Windows is the default operating system for the jumpbox VM, and Windows VM deployment examples are listed before Linux equivalents in the artifact parameters table. Windows-centric tools and patterns such as Active Directory Domain Services are included without mentioning Linux alternatives. There are no Linux-specific deployment or management examples, and Linux is only referenced as an option in a few artifact parameters, often after Windows.
Recommendations
- Provide explicit Linux deployment examples and walkthroughs alongside Windows instructions, especially for jumpbox and VM artifacts.
- List Linux and Windows options together or alternate their order to avoid Windows-first presentation.
- Include Linux-native identity and directory service alternatives (e.g., LDAP, FreeIPA) where Active Directory is referenced.
- Add guidance for Linux users on managing blueprint artifacts, parameters, and assignments using Linux tools and shell commands.
- Ensure parity in documentation for troubleshooting, monitoring, and automation for both Windows and Linux environments.
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