From Code Erosion to Self-Healing Bricks

This episode explores why today’s AI coding agents need endurance testing, better tracing, and dynamic web evaluations to survive real-world production workflows. It also dives into active perception in multimodal models, ultra-low-bit local models, and Sakana AI’s self-organizing physical brick system.