Launch Playbooks/Build an AI PDF SaaS with Cursor, Next.js, Supabase and PayPal

Build an AI PDF SaaS with Cursor, Next.js, Supabase and PayPal

Launch PlaybooksDifficulty: IntermediateUpdated: 2026-05-25

Practical build guide for shipping an AI PDF product from MVP scope to launch checklist.

Secondary AI Coding Resources

Use Cursor Rules and MCP Setups as supporting implementation resources while you work through this tech stack or playbook.

Overview

A step-by-step workflow you can follow inside Cursor to ship a real feature with minimal thrash.

Tech stack

  • Next.js
  • TypeScript
  • Your data layer (Supabase/Postgres/etc)

Project structure

  • src/app
  • src/components
  • src/lib
  • content/workflows

Step-by-step workflow

  1. Define acceptance criteria
  2. Ask Cursor to propose a minimal plan
  3. Implement in small patches
  4. Run lint/build
  5. Deploy and verify

Cursor prompts

Read the relevant files and propose a minimal plan. Do not change unrelated files.
Then implement the plan with small diffs and list verification steps.

Deployment checklist

  • Environment variables set
  • Build passes locally
  • Basic smoke test in preview

Common issues

  • Missing env vars
  • Mixed server/client boundaries
  • Cursor
  • Claude Code

FAQ

Should I follow every step exactly?

Use the guide as a shipping checklist, but cut steps that do not match your stack or MVP scope.

When should I add tests?

Add focused tests around risky logic, data transforms, auth, billing, or anything likely to regress.

What should I do if the guide feels too broad?

Break it into one acceptance criterion at a time and ask your AI editor to implement in small reviewable diffs.