2 papers
cs.DB2026
Git4Data: Database-Native Version Control for AI Agents
Hongshen Gou, Zuyu Zhang, Yuze Sun +4
Large Language Model (LLM) agents increasingly explore many candidate states of relational data in parallel, each of which should remain isolated, reproducible, and auditable, pref…
cs.AI2026
ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents
Peng Xu, Zuyu Zhang, Yuze Sun +3
Long-horizon large language model (LLM) agents require context assembly: the runtime must decide what to include in each prompt, in what order, and when to compact history under a…