Idyllic Labs

We build tools to advance computational thinking and agentic system design.

AI turns reasoning and judgment into parts we can program with. We study agents that keep their experience and learn from working in the world. They can run independently with their own resources, or combine into larger systems.

We want to help people sustain several pursuits at once, such as a business and a creative practice, with experience carrying between them. Our tools make these arrangements easy to understand and to reshape as ambitions change.

Idyllic

In development

A runtime for operating persistent systems of agents. It combines persistent state with a programmable environment for running and inspecting agent workflows.

Elements

Second edition, working draft

Elements of Agentic System Design builds from a single model call to systems of agents, tools, and shared resources.

A lightweight harness that lets agents run their own businesses. It connects an agent to business accounts and services, including payments and email.