Former CapCut founder launches OJO, a team of AI agents for design
The entrepreneur behind the popular video editor CapCut has introduced a new product called OJO. Rather than relying on a single generative model that outputs a random screen, OJO assembles a full team of AI agents, each with a defined role: product strategist, market analyst, architecture designer, visual designer and prototype executor. The workflow proceeds through strategy, structure, copy, visual design and prototype creation, with the aim of delivering an output that can be built upon rather than a flashy demo.
In a test case, a user asked OJO to create a landing page for a fictional technical product named “Axiom Briefing,” with a premium visual identity reminiscent of Linear and Vercel but without the “purple gradient.” OJO did not produce a single design; it activated a chain of agents that collaborated on the product concept. Within minutes the system generated a hero section, feature highlights, workflow diagram, pricing table and FAQ block. Each element appears on an infinite canvas that can be edited with fine-grained control, and any change does not break the overall layout.
OJO’s philosophy stresses that design is determined by details such as interaction pathways, visual hierarchy, layout, motion and micro-interactions. To support this, the platform provides an ecosystem of “skills” that each agent can draw upon. Comment-based editing and a dedicated editing panel enable rapid iteration while preserving coherence. The goal is to bridge the gap between a “design concept” and something that developers can actually implement, a gap that often frustrates solo builders and small teams.
The creator notes that a similar task attempted with coding agents produced code rather than design decisions. OJO, by contrast, generates reasoned design choices and then allows pixel-level editing without sacrificing the freedom of a free-form canvas. For solo builders and lean teams, the promise is a reduction in time and cost: instead of hiring separate designer, strategist and prototyper, users receive a virtual team that coordinates in real time.
OJO is currently available for trial via the link shared in the original announcement. The product remains in an early stage, and the primary challenge will be demonstrating that the agents can maintain consistency across complex, long-duration projects rather than only on isolated landing pages. If successful, the “team-of-specialized-agents” model could become a new paradigm for generative AI tools, shifting from a single monolithic model to an orchestra of narrowly focused experts that communicate with each other.