What is agent orchestration?
Agent orchestration is coordinating multiple AI agents — or multiple steps of one agent — toward a goal: routing each task to the right agent, running them in parallel or sequence, and combining their results. It is how a system does work too big or varied for a single model call.
Understanding agent orchestration
A single agent loop handles one line of work. Orchestration handles many: a coordinator decomposes a goal, dispatches sub-tasks to specialized agents (research, code, design), runs independent ones in parallel, and merges what comes back — often with a verification pass before committing.
Good orchestration is mostly about control flow and context: which agent gets which slice, what each one can see, and how results are checked and combined. Done well, it turns a fleet of narrow agents into one capable system.
A design platform orchestrates agents that each generate, perceive, or drive a canvas — grounded in the same shared brand — so a team scales creative work across many agents at once.
Software for agents
Give a fleet of agents a design workspace they can operate.
Keep exploring
AI agent
An AI agent is a system that uses a language model to pursue a goal across multiple steps — planning, calling tools, observing results, and adjusting — rather than producing a single response. Agents can read data, run code, generate assets, and act in software on a user’s behalf.
MCP server
An MCP (Model Context Protocol) server exposes tools, data, and prompts that an AI agent can discover and call over a standard protocol. Any MCP-compatible client — Claude, Cursor, Claude Code — connects to the server and gains its capabilities as native tools, with no custom integration code.
Context engineering
Context engineering is the practice of deciding what information a model sees at inference time — which documents, memories, tools, and instructions to place in the context window — so it produces accurate, grounded output. It has largely superseded "prompt engineering" as models and context windows have grown.
The design workspace where these ideas are real
Agents that generate, a canvas they can see and drive, and a brain that keeps every asset on-brand. Free to start.