// Topic

Hardware

1 post

Beyond Cloud-Heavy Architecture: Why Agentic Systems Need Local-First, Hardware-Aware Design March 9, 2026 · 7 min Local-first, hardware-aware architecture is becoming the default for high-reliability AI systems. The cloud-heavy pattern costs too much and fails too unpredictably for agentic workloads. agenticops infrastructure hardware