Your LLM-Only Agent Loops Are Burning Money. Hybrid Workflows Are the Fix.

Three papers dropped this week that, taken together, tell the same story: the era of "just throw everything at the LLM" agent design is ending. What's replacing it is more interesting, more efficient, and frankly more obvious in hindsight. The number...