Comment by cpard

What I've learned so far is that the tooling mentioned in this article can have dual purpose. Sure you can use it to gate the agent but you can also use them as tools for the agents to understand what they are working with at a more abstract level and with less tokens required.

In a way, you push some of the reasoning into deterministic tooling which is great both for reliability and performance.

At least on what I've been working on where I ended up creating type systems over SQL to solve some of the annoying issues I was having with agents reasoning over complex data infrastructure.