2 papers
cs.LG2026
Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution
Ning Liu, Kalle Kujanpää, Kalle Kujanpää +12
Warehouse operations are governed by Standard Operating Procedures (SOPs) that encode complex, multi-system decision logic, which must be executed reliably under strict time constr…
cs.CL2026
Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems
Kalle Kujanpää, Kalle Kujanpää, Ning Liu +5
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 ag…