Gaurav Panchal's Blog

The Pluripotent Agent: Why Single-Purpose AI Systems Are Extinct

Most engineering teams build rigid, single-purpose AI pipelines for every new task, accumulating massive maintenance debt. The future belongs to generalist base agents that differentiate dynamically …