How Typillar works

Typillar runs a single, repeating loop. You provide intent; agents propose concrete work; you approve; the work is built, deployed, and recorded. Every project — from a one-page site to a multi-feature app — moves through the same five stages.

The loop

1. You type an idea. A sentence is enough: “A waitlist page that emails me when someone signs up.” There’s no ticket format to learn.
2. An agent proposes a ticket. The product-manager agent turns your idea into a specific, reviewable unit of work — scoped, named, and explained — so you’re approving something concrete, not a black box.
3. You approve. Nothing is built until you say yes. Approval is the gate: it’s where you stay in control of cost, direction, and timing.
4. Agents build it. Builder agents write the code, provision what the feature needs (a database, a queue, a cron trigger), and run it on your Cloudflare account. The source is committed to your GitHub repository.
5. It ships — and stays reversible. The result is a live URL in production, with the full history retained and one-click rollback to any prior state.

What that looks like

idea       "A waitlist page that emails me when someone signs up"
agent      proposed a ticket — Waitlist with email capture
approve    ✓ approved by you
build      Workers AI → src/index.js
deploy     → https://waitlist.acme.workers.dev
status     production · rollback ready · pushed to github.com/acme/waitlist

Where each part runs

Stage	Runs on
Planning & orchestration	Typillar’s control plane (the PM + agent system)
Code generation (inference)	Your Cloudflare Workers AI, or your own model keys
Build output (the app)	Your Cloudflare account — Workers, D1, Durable Objects
Source of truth	Your GitHub repository

Typillar coordinates; your infrastructure executes and stores. That separation is the whole point — see What you own for the full split, and The build loop for a closer look at how a request becomes shipped code.

Why a loop instead of a chat

A chat answers and forgets. The loop accumulates: every approved ticket becomes committed code and a recorded deployment, so the project has a memory and a history. That’s what lets the PM agent propose sensible next steps and what lets you roll back with confidence.

Next

Run it yourself in the Quickstart.