Agentic workflows are supposed to get boring.

The first pass can be exploratory and pretty expensive. The tenth pass should be boring and not have to rediscover the solution through a completely new set of tools. That workflow has earned a promotion.

That is the useful part of the new Progressive Crystallization paper. It names a lifecycle agent...