A new framework called GraphBit defines agent workflows as directed acyclic graphs to stop hallucinated routing. A Rust-based engine governs state transitions and tool calls instead of relying on LLM prompts. This deterministic approach ensures reproducible execution. Practitioners gain better auditability and parallel branch execution for complex agentic tasks.