Ruiyang Huang

EvoC2F: Compiling Tool Orchestration for Efficient and Evolvable LLM Agents

Tool-augmented language model agents have shown great potential in solving complex real-world tasks, but a key challenge remains balancing planning flexibility with the reliability required for production deployment. Existing approaches either execute tools sequentially without parallelism or genera…