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cs.AI2026
AgentRoom: Concurrent Multi-Agent Coding in a CRDT-Backed Shared Workspace
Seonglae Cho, Donghyun Lee
Concurrent multi-agent coding promises division of labor across modules, robustness through redundancy, and parallel exploration at the natural granularity of multi-file projects.…
cs.AI2026
Automata from Agent Traces: Failure and Next-Step Prediction
Seonglae Cho, Franklin Cardenoso Fernandez, Umar Mohammed +4
LLM-based agents execute multi-step tasks, but their behavioral structure remains opaque: long unstructured traces resist the safety auditing and runtime monitoring that deployment…