Define an expressive and safe storage-side operation interface
Define a storage-side interface for agent operations such as grep, head, and wc that is expressive enough for ad hoc agent pipelines while remaining efficient, safe, and compatible with storage-system responsibilities.
References
The open question is what abstraction such an interface should expose. A fixed set of server-side operators is simple and safe, but covers only a subset of the ad hoc pipelines agents compose. At the other extreme, allowing arbitrary computation would effectively turn the storage system into a general-purpose execution platform. Finding an interface that is expressive enough for agent workloads while remaining efficient, safe, and compatible with storage-system responsibilities remains an open design problem.
— Towards Efficient HPC Systems for Agents: Challenges and Opportunities
(2609.38723 - Zheng et al., 30 Sep 2026) in Section Storage, subsection “Opportunities: Data Locality, Operation Offload, and Persistent Agent State”