Toolhouse

As an AI developer tool, Toolhouse covers the infrastructure around the model rather than the model itself.

Toolhouse is a cloud platform for building, deploying and debugging AI agents, with RAG, memory and automated evals built in.

You deploy agents from a CLI, and an SDK works with any LLM, so you are not tied to one model provider.

The main promise is shorter development time for AI agents, and the bundled pieces back that up: you do not have to assemble retrieval, memory and testing yourself.

Debugging features help when an agent misbehaves.

The catch is dependence.

Your agents run on Toolhouse infrastructure, and you will need to learn the platform before it pays off.

That trade is fair if you would rather not maintain agent plumbing, and less appealing if you want full control over every layer.