2 papers
cs.LG2026
Software World Models: From Consequence Prediction to Decision Value
Tongli Su, Yuntong Hu, Liang Zhao +3
A coding agent may safely modify one repository while silently breaking downstream services, libraries, or datastores that depend on it. Exhaustively running integration tests afte…
cs.SE2025
Agint: Agentic Graph Compilation for Software Engineering Agents
Abhi Chivukula, Jay Somasundaram, Vijay Somasundaram
LLM-based coding agents are increasingly common but still face challenges in context management, latency, reliability, reproducibility, and scalability. We present Agint, an agenti…