# MaxKernel: Agentic Kernel Generation for TPUs > Source: > Published: 2026-09-07 02:30:37+00:00 Designing and authoring high-performance custom kernels for accelerators is a complex task that requires deep hardware-level expertise. Large Language Models (LLM) can be leveraged together with real-time compiler feedback to build agentic systems for kernel generation. In this work, we present MaxK