Workflows

QA checklist for AI-generated apps (auth, empty states, errors, mobile). Sequenced workflow to go from vibe-coded demo to shippable app.

Seed a Tailwind + shadcn component library from v0 outputs. Sequenced workflow to go from vibe-coded demo to shippable app.

Harden AI-generated auth (rate-limits, lockouts, email verification). Sequenced workflow to go from vibe-coded demo to shippable app.

Iterating on a prompt until the output matches the spec. Sequenced workflow to go from vibe-coded demo to shippable app.

Swap a generated app's stack (SQLite → Postgres, etc.). Sequenced workflow to go from vibe-coded demo to shippable app.

Move a Bolt prototype to a production Vercel deploy. Sequenced workflow to go from vibe-coded demo to shippable app.

Lovable for shell, v0 for components, Bolt for complex state. Sequenced workflow to go from vibe-coded demo to shippable app.

Tighten Lovable-generated Supabase RLS before launch. Sequenced workflow to go from vibe-coded demo to shippable app.

Design-first vibe coding: sketch → v0 → Lovable → ship. Sequenced workflow to go from vibe-coded demo to shippable app.

Figma sketch → v0 with image upload → polish in text. Sequenced workflow to go from vibe-coded demo to shippable app.

Migrate a Bolt single-repo app to a pnpm + Turborepo monorepo. Sequenced workflow to go from vibe-coded demo to shippable app.

Add a weekly email digest with Resend + cron. Sequenced workflow to go from vibe-coded demo to shippable app.

Add CSV import with preview + partial failures. Sequenced workflow to go from vibe-coded demo to shippable app.

Refactor inline JSX into named components. Sequenced workflow to go from vibe-coded demo to shippable app.

SEO pass with sitemap, metadata, canonical, OG images. Sequenced workflow to go from vibe-coded demo to shippable app.

Review every RLS policy Lovable generated. Sequenced workflow to go from vibe-coded demo to shippable app.

Ship a Bolt app to Vercel with env vars + domains. Sequenced workflow to go from vibe-coded demo to shippable app.

Let customers configure outbound webhooks. Sequenced workflow to go from vibe-coded demo to shippable app.

Unify ad-hoc Tailwind values into a design-token theme. Sequenced workflow to go from vibe-coded demo to shippable app.

Expose a public API from a generated app, with keys + rate limits. Sequenced workflow to go from vibe-coded demo to shippable app.

Add Stripe subscriptions to a Bolt-generated app. Sequenced workflow to go from vibe-coded demo to shippable app.

Move a Lovable app from Supabase client-side to Drizzle. Sequenced workflow to go from vibe-coded demo to shippable app.

Retrofit i18n into a finished app. Sequenced workflow to go from vibe-coded demo to shippable app.

Ship to Render with background worker and cron. Sequenced workflow to go from vibe-coded demo to shippable app.

Add usage-based billing with Stripe. Sequenced workflow to go from vibe-coded demo to shippable app.

A11y pass on a vibe-coded app with axe + manual sweep. Sequenced workflow to go from vibe-coded demo to shippable app.

Performance pass with lighthouse + bundle analyzer. Sequenced workflow to go from vibe-coded demo to shippable app.

Ship a backend to Fly.io with a managed Postgres. Sequenced workflow to go from vibe-coded demo to shippable app.

Retrofit tests onto a Lovable app without breaking flow. Sequenced workflow to go from vibe-coded demo to shippable app.

Add multi-tenancy to an app originally built single-tenant. Sequenced workflow to go from vibe-coded demo to shippable app.

Add CSV export with async job for large datasets. Sequenced workflow to go from vibe-coded demo to shippable app.

Wire PostHog feature flags into a vibe-coded app. Sequenced workflow to go from vibe-coded demo to shippable app.

Add Sentry with source maps to a generated app. Sequenced workflow to go from vibe-coded demo to shippable app.

Add Algolia search with index sync jobs. Sequenced workflow to go from vibe-coded demo to shippable app.

Pre-launch checklist of common AI-generated gotchas. Sequenced workflow to go from vibe-coded demo to shippable app.

Reproducible demo-data seed so investors/reviewers can try the app. Sequenced workflow to go from vibe-coded demo to shippable app.

Build a team prompt library that everyone reuses. Sequenced workflow to go from vibe-coded demo to shippable app.

Add Postgres full-text search with ranking. Sequenced workflow to go from vibe-coded demo to shippable app.

Add an audit log for all mutations. Sequenced workflow to go from vibe-coded demo to shippable app.

Add PostHog / Plausible to a generated app. Sequenced workflow to go from vibe-coded demo to shippable app.