AI engineers should use coding agents for system engineering

Ben Burtenshaw from Hugging Face demonstrates how coding agents achieved 1.88x kernel speedups and 35% LiveCodeBench with a 0.6B model. He covers three levels of agent use, from interactive to autonomous.