Posts tagged: storage

Your Agent Framework Dumps JSON Blobs. Here Are the Three Storage Layers It Should Have.

Traditional agent frameworks serialize giant state dictionaries on every step. An immutable DAG engine splits storage into three layers — HAMT pointers in RAM, content-addressed blobs on disk, and a replay proxy store — and last night I built layer two for real.