AI Agents: A Deep Dive

Our agent system is built on a simple principle: break complex tasks into small, verifiable steps.

Architecture

Each agent runs in an isolated environment with access to a defined set of tools. The orchestrator manages the flow:

1. Decompose — The task is split into subtasks
2. Assign — Each subtask is assigned to a specialized agent
3. Execute — Agents work in parallel where possible
4. Verify — Results are checked against acceptance criteria

Tool System

Agents interact with the world through tools — typed functions that perform specific actions:

const tool = defineTool({
  name: "read-file",
  input: z.object({ path: z.string() }),
  handler: async ({ path }) => {
    return fs.readFile(path, "utf-8");
  },
});

What's Next

We're working on multi-agent orchestration for even more complex workflows. Follow our engineering blog for updates.