moulds.ai
Workers

A worker runs the whole job — and asks before anything ships.

Not a chatbot, not a black-box automation: a multi-step AI teammate you spawn from a plain-English goal, gate with approvals, and audit call by call.

Multi-step

A worker isn't one prompt — it's a whole job broken into steps you can read: research, draft, check, send. Each step has its own status, inputs, and outputs.

Approval-gated

Before anything outbound — an email, a message, a send of any kind — the run parks at a gate and waits for your explicit approve. No approve, no send.

Auditable

Every run keeps its receipts: the step list, each step's output, and every single AI call — model, tokens, and the exact prompt and response.

How spawn works

From a plain-English goal to a working draft

This is the real product — a screen recording of the spawn flow in production, not a mockup.

  1. 1

    Describe the job

    Type the goal in plain English — no flowcharts, no code. “Research five prospects a week and draft the outreach.” is enough.

  2. 2

    The composer drafts a worker

    It picks specialist agents from the catalog, wires them into steps, sets the schedule — and inserts approval gates before anything outbound.

  3. 3

    You review, then it runs

    Nothing runs until you approve the draft. From then on it works on schedule, parking at every gate for your explicit go-ahead.

Typing a plain-English goal into the Spawn a worker box on moulds.ai, then watching the composer work through its stages until a draft worker is ready to review.
Sped up — real run: 4m 1s · recorded Jul 2026