Evan Boyle

This talk addresses the challenges of building reliable AI applications, particularly focusing on the compute layer. Traditional web infrastructure is ill-suited for the long-running, non-deterministic nature of AI workflows, which often involve extensive data ingestion and complex agentic processes. The core thesis is that current infrastructure limitations lead to unreliable user experiences and hinder rapid experimentation, necessitating new architectural approaches.