A new framework, agentic robotic additive manufacturing (A-RAM), uses a large language model to generate execution-ready plans for robotic additive manufacturing. The framework integrates pre-execution evaluation of planning decisions and kinematic realization, improving planning outcomes and reducing jerk and extrusion times.