M. Heinrichs, O. Moschner
Agentic coding environments give a frontier large language model (LLM) direct access to a workstation’s terminal, file system, and software. This work demonstrates they extend to professional RF hardware design: an active GNSS L1-band antenna – a circularly polarized patch, surface acoustic wave (SAW) prefilter, and two-stage low-noise amplifier (LNA) on one printed circuit board (PCB) – was designed, optimized, and made manufacturing-ready. The LLM agent autonomously operated CST Studio Suite, Keysight ADS, and KiCad via scripting interfaces. Engineer input was limited to the specification, trade-off decisions, and design reviews. Workflow, results, and the RF engineer’s evolving role are discussed.
@article{013e58c2-85d0-40c4-8efc-80dfc9cef976,
title={2026 Heinrichs LLM RF Engineering Workflow},
author={M. Heinrichs and O. Moschner},
year={2026},
language={en}
}TY - JOUR TI - 2026 Heinrichs LLM RF Engineering Workflow AU - M. Heinrichs AU - O. Moschner PY - 2026 LA - en ER -
Unknown, Unknown
This chapter discusses metal casting processes, highlighting the diversity and common characteristics among them. The objective is to elucidate the fu
Unknown, Unknown
This study focuses on the fundamental characteristics of solid iron, which is predominantly composed of iron atoms and provides a basis for understand
Ir. Méshac KIME ILUNGA
Ce document traite des procédés métallurgiques spéciaux, en mettant particulièrement l'accent sur l'extraction liquide-liquide, un processus mis au po
Copper solvent extraction units at large hydrometallurgical plants face constraints in metal recovery, phase disengagement, and reagent consumption, d
Non spécifié
L'hydrométallurgie du cuivre, principalement axée sur les minerais oxydés facilement solubles, s'applique également aux minerais sulfurés ou mixtes ap