What are some common challenges faced by logic programmers when working on large-scale projects?

Logic programmers often encounter challenges related to the scalability and maintainability of code when working on large-scale projects. As logic programs grow in complexity, debugging and ensuring efficient execution can become difficult, particularly when dealing with intricate rule sets and dependencies. Collaboration with other team members, such as software engineers or domain experts, is essential to clarify business logic and optimize performance. Regular code reviews and modular programming practices can help address these challenges and ensure a robust final product.