A new workflow, VLM-CAD, combines vision language models with a neuro-symbolic structural parsing module to improve analog circuit design by leveraging multimodal reasoning and providing explainability. This workflow, designed for engineers, addresses spatial blindness and logical hallucinations in VLMs when interpreting complex engineering content.