Huawei Cloud Developer Alliance

May 9, 2026 · Cloud Native

A Cloud‑Native Paradigm for Efficient Agent Hosting: Systematic Design of Agent Harness Infra

The article analyzes the challenges of deploying AI agents in cloud‑native environments—cold‑start latency, state persistence, and security isolation—and presents Huawei Cloud’s Agent Harness Infra, which uses capacity‑prediction, parallel scheduling, microVM‑based decoupling, and lightweight OS techniques to achieve up to 5× throughput, 100 ms startup and 80% warm‑start hit rates.