AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
From an idea to a scoped, scaffolded, running project in one prompt.
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Developer toolsTypeScript · JavaScriptGitHub @jabluetoothOnlineOwner unconfirmed
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AI app-idea-to-boilerplate generator. Describe an app in a sentence and get a full PRD, a recommended tech stack with reasoned alternatives, and a scaffolded project with a live in-browser preview before you download a single file.
Taken from the repository README
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From an idea to a scoped, scaffolded, running project in one prompt.
Describe an app idea in a sentence and What To Do turns it into a full PRD, a recommended tech stack with reasoned alternatives, and a downloadable boilerplate project scaffolded to match, with a live in-browser preview before you ever download a single file.
Live: whattodoby.filheinzrelatorre.com - no account needed to generate a PRD and preview a boilerplate; sign in to save projects.Read the full README ↗From an idea to a scoped, scaffolded, running project in one prompt.
Describe an app idea in a sentence and What To Do turns it into a full PRD, a recommended tech stack with reasoned alternatives, and a downloadable boilerplate project scaffolded to match, with a live in-browser preview before you ever download a single file.
Live: whattodoby.filheinzrelatorre.com - no account needed to generate a PRD and preview a boilerplate; sign in to save projects.
CLI: npx create-whattodo "your idea" scaffolds the generated project straight onto your machine, no browser needed — see packages/create-whattodo.
| Layer | Choice |
|---|---|
| Framework | Next.js 16 (App Router), React 19, TypeScript |
| Auth | NextAuth (Auth.js) with Drizzle adapter |
| Database | PostgreSQL (Neon) via Drizzle ORM |
| LLM | Groq |
| In-browser runtime | WebContainer API (live boilerplate preview) |
| Object storage | Cloudflare R2 (S3-compatible, AWS SDK client) |
| Jobs / caching | Upstash QStash + Redis |
| Validation | Zod |
| Styling | Tailwind CSS v4 |
| CLI | create-whattodo — plain Node, zero UI dependencies, jszip for extraction |
pnpm install
cp .env.example .env # fill in the values
pnpm db:generate # generate Drizzle migrations
pnpm db:migrate # apply migrations
pnpm dev # http://localhost:3000
pnpm dev # dev server
pnpm build # production build
pnpm start # serve the production build locally
pnpm lint # eslint
pnpm db:generate # generate a Drizzle migration from schema
pnpm db:migrate # apply migrations
pnpm r2:lifecycle # configure R2 bucket lifecycle rules
Deployed on Vercel, connected to this repository. Push to master to deploy.
Fil Heinz O. Re La Torre - Automation & AI Solutions Engineer, building integrations and AI-backed workflows that go from idea to production in days.
Other projects: Match · ZeroPress · Mimo · Insight · see all →