The biggest performance gains in agents are no longer coming from larger foundation models.

The new high-leverage frontier is treating every component of the agent pipeline as its own optimizable model — memory systems, skill libraries, routing logic, tool interfaces, orchestration layers, and evaluation mechanisms.