he's just talking about going from ReAct [1] to Ratchet [2]. It's largely understood in all tooling (langraph, workflows/goal, honcho, bot mode etc.).

[1] https://arxiv.org/abs/2210.03629 [2] https://arxiv.org/abs/2605.22148