asynchronous-processing

Unreal Agent is a new AI agent harness that reduces tool-management overhead through asynchronous processing, achieving up to 40% cost savings compared to Codex and 20% over Pi in real workloads.

ParaTempo is a training-free asynchronous parallel reasoning framework that uses temporal confidence to dynamically manage reasoning branches, reducing latency and token usage while maintaining accuracy in mathematical and scientific reasoning benchmarks.

Explains how event-driven architecture using message queues like Kafka can decouple agent steps, enable asynchronous processing, and improve resilience for complex agent workflows. Includes a cheatsheet and tool recommendations.