A Rust-based engine now governs agent routing via directed acyclic graphs to eliminate hallucinated transitions. GraphBit treats agents as typed functions, ensuring deterministic execution and auditability. This framework supports parallel branch execution and structured state predicates. Developers gain reproducible workflows by moving control logic from the LLM to a dedicated orchestration layer.