Logic programming continues a powerful paradigm for developing declarative software. ProLQ, an ambitious project, seeks to deepen the relationship between theoretical foundations and practical implementations. By focusing on a coherent approach, ProLQ aims to foster greater transparency in logic programming design. Through a combination of formal a