High-Efficiency In-Vehicle JSON-RPC Transports

Replacing sluggish HTTP/REST with zero-copy shared memory buffers and Unix Domain Sockets (UDS) to execute tool invocations in under 200 microseconds.

Zero-Copy Shared Memory Ring Buffers

Streaming high-frequency lidar and camera telemetry into MCP tool payloads without redundant memory copies.

Under 80 microsecond invocation latency over local Unix sockets.
Shared memory transport for high-bandwidth sensor payloads.
Automatic connection pooling across multiple in-cabin AI agents.
Graceful socket reconnection and timeout handling.

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