Neuron Kernel – External brain preserving AI agents' state

Summary: Neuron Kernel is a high-performance state engine that prevents memory loss in autonomous AI agents by providing a persistent 'Virtual-Shadow' layer. It enables agents to maintain operational progress across complex, multi-step simulations, optimized for high-throughput synthetic workloads.

What it does

It offers a proprietary state engine with a REST interface to persist agent workflows and serve as a source of truth. The system supports high-memory environments and ensures low-latency state management during agent execution.

Who it's for

Developers and researchers working with autonomous AI agents requiring persistent memory across process restarts or container crashes.

Why it matters

It solves the problem of short-term memory loss in AI agents, preserving context and progress during interruptions in complex simulations.