Andrew Grabarnick

Tila is a bold attempt to create a multi-agent AI workspace with a strong focus on visual interaction. It’s appealing to creators, product people, marketers, and solo freelancers. However: beginners might find it complex, developers may consider it too "closed". Scalability and transparency of agent logic are still uncertain. If you’re a product manager or someone building AI interfaces, Tila is worth trying as a reference example of UX for orchestrating multiple models and agents. But if you need a production-ready stack or deep customization - it may be too early to rely on it as a first-tier platform.