Private Networking for AI Agents

Production AI agent systems require multiple interconnected services — databases, queues, and model gateways — that should remain inaccessible to the public internet, and routing all traffic through public URLs creates unnecessary complexity. Freestyle proposes a three-layer architecture consisting of an agent runtime VM, supporting services on the same private network, and selective public exposure only where needed such as webhook receivers or user previews.