Jul 2026
DBA-Bench: A Production-Fidelity Benchmark for LLM-Based Database Operations Agents
DBA-Bench is presented, a benchmark addressing four gaps between evaluation and production operations: live-environment fidelity, outcome-first evaluation, and controlled scenario reproducibility, which uses instrumented PostgreSQL environments with active workloads, persistent state, and multi-source observations.
Junming Chen, Jun-Yang Jiang, Xu Chen et al.
· arXiv.org · 0 citations