#Formatdesign

Token-aware LLM I/O: when to use JSON, when to use TOON, and how to combine grammar constrainers for low-latency production

Trade-offs between JSON, token-oriented TOON formats, and grammar-constrained generation: benchmarks, concrete patterns, and production-ready code to cut LLM latency without breaking downstream systems.