A new open-source library called AutoAgent, built by Kevin Gu at thirdlayer.inc, autonomously optimizes AI agents without human intervention. In its first 24-hour run, it claimed top positions on both SpreadsheetBench and TerminalBench, raising big questions about the future of AI engineering workflows.





