GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration
Agentic LLM frameworks that rely on prompted orchestration, where the model itself determines workflow transitions, often suffer from hallucinated routing, infinite loops, and non-reproducible execution. We introduce GraphBit, an engine-orchestrated framework that defines workflows explicitly and deterministically as a directed acyclic graph (DAG). Unlike prompted orchestration, agents in GraphBit operate as typed functions, while a Rust-based engine governs routing, state transitions, and tool invocation, ensuring reproducibility and auditability. The engine supports parallel branch execution, conditional control flow over structured state predicates, and configurable error recovery. A t...
| Authors | Yeahia Sarker, Md Rahmat Ullah, Musa Molla et al. |
|---|---|
| Primary category | cs.AI |
| Published | 8 March 2026 |
| Last updated at source | 8 March 2026 |
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