A developer is testing an autonomous agent to complete the nanoGPT speedrun, a challenge to train a small transformer from scratch. The experiment tracks whether an AI can independently manage the entire coding and training pipeline. Success would prove that agents can handle end-to-end machine learning workflows without human intervention.