AI engineering
What does AI engineering cover in AI governance?
2 competencies are filed under it: Applied AI engineering, Agentic systems engineering. Each has its own page saying what it means in practice.
The competencies filed under it
- Applied AI engineering
Builds production systems on foundation models: retrieval augmented generation, structured tool use, evaluation harnesses, guardrails, and cost and latency budgets.
Technical Evaluation
- Agentic systems engineering
Designs multi step agent systems: orchestration graphs, tool contracts, memory, interruptibility, and the evaluation of agent behavior before it is allowed to act.
Technical Evaluation
Roles that ask for it
- Agentic AI Engineer, orchestration edition2 of 2 competencies
- AI Engineer, production systems edition1 of 2 competency
- Robotics AI Engineer, embodied systems edition1 of 2 competency
Where it is taught and graded
18 graded topics, each passed by explaining it back. The first module of every program is free with a free account.
- Module 0: Taking the Controls (1)
- Module 1: The Agent, Deconstructed (1)
- Module 2: Capability and Autonomy (2)
- Module 3: Bounding by Design (1)
- Module 7: Rollout, Monitoring, and Incident Response (1)
- Module 8: Multi-Agent Governance (2)
- Module 9: End-User Responsibility (1)
- Module 0: Your AI Learning Companion (1)
- Module 4: Practical AI Workflow Design and Prompt Engineering (2)
- Module 5: Critical Thinking and Context Engineering (1)
- Module 7: Agents Under Command (3)
- Module 6: Access and the Keys (1)
- Module 8: Positioning as the AI Point Person (1)
Questions
- What does AI engineering cover in AI governance?
- 2 competencies are filed under it: Applied AI engineering, Agentic systems engineering. Each has its own page saying what it means in practice.
- Which roles ask for AI engineering?
- 3 roles on the map name at least one of its competencies, from analyst seats to executive ones. Each role page lists the depth expected.
- Where is AI engineering taught and graded?
- 18 graded topics teach it across 5 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.