What is an 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.
Understanding ai agent
The difference between a chatbot and an agent is the loop. A chatbot answers once; an agent takes a goal, decides what to do next, uses a tool, looks at the result, and repeats until the goal is met. That observe-act cycle is what lets it complete real tasks instead of just describing them.
Agents get their capabilities from tools — functions they can call, often exposed over MCP or a REST API. A design agent, for instance, gains the ability to generate editable art, see a canvas, and act on it, turning "make me an icon set" into finished, editable files.
Practical agents also need memory and context: what they did earlier, what the user prefers, and which facts about the world or the company are relevant right now.
Software for agents
The design workspace your AI agents can generate, perceive, and drive.
Keep exploring
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.
Agent memory
Agent memory is how an AI agent retains information across turns or sessions — facts, past actions, user preferences — instead of starting blank each time. It ranges from short-term (the current context window) to long-term (a persistent store the agent recalls from when relevant).
Generative UI
Generative UI is interface that an AI generates or assembles on the fly in response to a task, rather than being hand-built in advance. Instead of navigating fixed screens, a user states a goal and the system produces the controls, layout, or visualization that fits the moment.
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.