A new framework called GraphBit replaces prompted orchestration with a Rust-based engine to prevent hallucinated routing. It defines agent workflows as directed acyclic graphs, treating agents as typed functions for strict reproducibility. This architecture enables parallel branch execution and structured state predicates. Developers can now audit agent transitions without risking infinite loops.