Running teams of AI agents with OpenClaw

​If you've been following the OpenClaw wave, you've probably wondered: once you've got an AI agent running… how do you actually keep track of what it's doing?

​That's exactly what Benoit Devilliers has been building. Visionary is a personal dashboard built on top of OpenClaw that gives you visibility into your agents — what they're working on, what they've produced, and how to shape their behaviour. His AI agent, Vi, orchestrates the swarm: spawning tasks, tracking output, and even improving the dashboard itself. It's experimental, it's evolving daily, and Benoit's going to walk us through all of it.

​What's this session about?

​Benoit is going to demo Visionary, break down the architecture behind it, and talk honestly about the struggles of building on top of OpenClaw — what's worked, what hasn't, and what he's still figuring out.

​What we'll cover

• ​A live demo of Visionary and how it works day-to-day

• ​The architecture: how Vi orchestrates agents, tasks, and output tracking

• ​Building on OpenClaw: the setup, the pain points, and the workarounds

• ​Lessons learned: what's helped and what's still a work in progress

​About Benoit

​Benoit is a builder and AI tinkerer who's been deep in the OpenClaw ecosystem, pushing the boundaries of what a personal AI agent setup can actually look like in practice. He's building in public and isn't afraid to show the messy bits — which is exactly the kind of session we love running.

​About Create With

​We're a community for builders, makers, and anyone using AI and no-code tools to ship real things. We run events, workshops, and the Create With Conference in Brighton. No sales pitches, just honest conversation about what's working.

​Whether you're already running OpenClaw and want to level up your setup, or you're just curious about what an AI agent dashboard actually looks like, this one's worth showing up for.