AI Engineering System

Build SaaS products with AI agents

Upgrade from AI tool tips to an engineering system. The flagship case is AI SaaS Builder Agent — one brief in, a deployable SaaS scaffold out.

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What You Will Build

Project 01

AI SaaS Builder Agent

Project 02

Multi-stage agent pipeline

Project 03

Cloudflare publish loop

What you open after purchase

Repository layout you unpack, plus the go-live checklist inside the playbook docs.

Repository structure

ai-engineering/
├── agents/
│   ├── prd/
│   ├── schema/
│   ├── codegen/
│   └── deploy/
├── prompts/                  # Stage prompt library
├── gates/                    # Human review checklists
├── hooks/                    # Cloudflare deploy hooks
└── docs/
    ├── saas-builder-agent.md
    ├── stage-contracts.md
    └── publish-checklist.md

Launch checklist

Run SaaS Builder Agent on a one-line product brief
PRD JSON artifact validated before schema stage
Schema reviewed (human gate) before codegen
Auth + payments routes marked for manual review
Cloudflare deploy hook runs against preview env
Test gate passes before publish
Secrets never committed; .env.example only
Publish blocked until review checklist is checked

Architecture

Production stack used across all playbooks in this track.

Orchestrator

Agent Pipeline

Models

Claude + OpenAI

Runtime

Workers + Tools

Deploy

Cloudflare

Included

Engineering system

AI SaaS Builder Agent playbook
Stage prompts (PRD → schema → code → API)
Human review gates before deploy
Cost and safety guardrails

Ship assets

Cloudflare deploy hooks
Test checklist for agent output
Publish / rollback notes
Reusable agent templates

Ready to ship?

See the file-level download list first, then unlock zips with Pro or Founder.

Start Building Browse catalog

Flagship case

AI SaaS Builder Agent

User input: Create a SaaS landing page with Stripe subscription and user dashboard. The agent runs the full shipping loop:

Generate PRD

↓

Design Database

↓

Generate Code

↓

Create API

↓

Deploy Cloudflare

↓

Test

↓

Publish