Cloud Tech Weekly

Vector databases alone can't handle long-running agents, concurrent writes, or changing facts.

Separating storage from compute prevents agents from losing months of accumulated work.

Stateless works for single tasks, but persistent memory is required for multi-step reasoning.

Standard benchmarks miss what matters: agents need three separate cold-start measurements.

Hypervisor-backed sandboxing narrows your attack surface when untrusted code runs on shared nodes.