Role library
Roles
Each role starts with a validated boundary and competency map before any book is written.
publishedAgentic AI EngineerDesigns, evaluates, and operates bounded model-directed systems that act through tools while preserving state, authority, evidence, recovery, and named professional boundaries.publishedApplied AI EngineerA product-oriented engineer who turns uncertain model capability into useful, measurable, reliable, and governable behavior for defined users and tasks.publishedForward Deployed EngineerA customer-embedded engineer who converts ambiguous, high-value workflows into secure, adopted, supportable production systems and reusable product learning.publishedLLM EngineerAn engineer who turns language-model behavior into explicit, measurable, adaptable, and operable systems while preserving evidence and authority boundaries.