arXiv cs.CL
· Papers
Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems
arXiv:2607.08010v1 Announce Type: new Abstract: Production LLM agents often waste latency and reliability by regenerating code for the same procedural steps on every request. We replace this inference-time coding loop with an agentic tool-making pipeline that compiles repeated SOP steps into validated, versioned tools