RightNow AI has released AutoKernel, an open-source framework that uses an autonomous LLM agent loop to automatically optimize GPU kernels for any PyTorch model. The tool aims to democratize high-performance GPU programming by eliminating the need for specialized kernel engineering expertise.
AutoAgent, a new open-source library from thirdlayer.inc, autonomously optimizes AI agents by automating the prompt-tuning loop engineers typically handle manually. In a 24-hour run, it achieved top scores on both SpreadsheetBench and TerminalBench, signaling a potential shift in how AI systems are built and refined.
