Solving the Decode Bottleneck: Why Agentic Inference Needs Hybrid Hardware

Every day, the AI ecosystem is evolving and pushing for further optimizations from chips to models. Why? Because coding and enterprise agents are delivering real productivity gains to people today in tools like OpenClaw , but they are taking hours – sometimes days – to complete due to the size of these models and the long reasoning chains required to deliver accurate results.