Speed is the single biggest competitive edge a solo builder or small team can wield. Over the past year I have refined a development stack that lets me turn ideas into production features in a fraction of the time it once took. The core ingredients are:
- Cursor – an AI pair-programming editor wired to external tools through MCP servers
- Supabase – a full Postgres backend running on my machine for instant SQL reads and writes
- Next.js – the React framework that unifies frontend and backend logic
- Tailwind CSS v4 + Shadcn UI – utility-first styling and copy-pasteable components
- Vercel – one-click global deployments and preview environments
- PostHog – product analytics and session replays
- Loops – lifecycle email automation built for SaaS
- Stripe – battle-tested payments and billing
Everything in this stack is chosen for one reason: it removes friction. The less time I spend wiring services together, the more time I can spend building features users love.
1. Cursor + MCP Servers: An AI Engineer on Demand
Cursor is not just ChatGPT inside VS Code. By enabling MCP servers I grant the AI direct, scoped access to real tools. My most-used server is local-supabase
, which connects Cursor to the Postgres instance that Supabase spins up on localhost
.
Typical flow
Me: Add a `projects` table with id, name, slug, owner_id and created_at.
AI: ─ Generated SQL migration (safe ↑)
─ Wrote TypeScript types
─ Suggested updated RLS policies
─ Ran `supabase db push`
I approve the diff, run tests, and move on. The AI produces migrations, seed data and even unit tests while I keep context in my editor. No window-switching to a database client, no copy-pasting schemas.
Because the connection is local, mistakes never touch production. When I am happy, I push the generated migration to GitHub; Vercel runs it against the cloud Supabase instance during the next deploy.
2. Next.js + Supabase: Full-Stack Foundations in Minutes
Next.js gives me file-based routing, React Server Components and API routes in the same codebase. I tell new contributors: “Open /app
for UI, /app/api
for backend logic.” That shared mental model eliminates hand-offs.
Supabase brings a fully managed Postgres plus auth, storage and real-time subscriptions. I launch it locally with:
npx supabase start
Within sixty seconds I have:
- Postgres
- Row-level security
- Auth service
- Auto-generated REST and GraphQL endpoints
- A Studio UI for browsing data
Next.js API routes talk to Supabase through its typed JavaScript client:
// app/api/new-project/route.ts
import { createRouteHandler } from '@/utils/handler'
import { db } from '@/utils/supabase'
export const POST = createRouteHandler(async (req) => {
const body = await req.json()
const { data, error } = await db.from('projects').insert({
name: body.name,
slug: body.slug,
owner_id: req.user.id,
}).select().single()
if (error) throw error
return Response.json(data, { status: 201 })
})
No ORMs, no connection‐pool headaches. The local dev experience is identical to production, so surprises are rare.
3. Tailwind v4 + Shadcn UI: Design at the Speed of Thought
I am not a designer, yet users compliment the interface. Credit goes to Tailwind CSS v4 and Shadcn UI.
- Tailwind v4’s new Rust-based engine makes hot-reloading almost instantaneous, even on large projects.
- Utility classes mean styles live beside markup; I never open a separate CSS file.
- Shadcn supplies accessible, production-ready components that drop straight into my Next.js pages.
Example:
import { Button } from '@/components/ui/button'
export default function PricingCTA() {
return (
<div className="flex flex-col items-center gap-4 py-16">
<h2 className="text-3xl font-bold tracking-tight">Ready to ship faster?</h2>
<Button size="lg" asChild>
<a href="/signup">Start your free trial</a>
</Button>
</div>
)
}
Zero custom CSS. The result inherits my Tailwind config so brand colours and spacing stay consistent across the app.
4. Vercel: Push → Preview → Prod
Connecting the GitHub repo to Vercel took under five minutes. Since then every git push
triggers:
- Build & test
- Deploy to a unique preview URL
- Comment the link on the pull request
Stakeholders click the live preview, leave feedback, and I merge when ready. Vercel’s edge network then promotes the build to production automatically. I never touch servers or CDNs; performance budgets stay healthy without extra work.
5. PostHog: Data-Driven Iteration
What features do users ignore? Where do they drop off? PostHog answers these questions with event tracking, funnels and session replays.
I import it with a single script tag:
import posthog from 'posthog-js'
posthog.init(process.env.NEXT_PUBLIC_POSTHOG_KEY, { api_host: '/ingest' })
Now every button click or API success funnels into a dashboard I check each morning. If engagement on a new feature is low, I watch two session replays and usually spot a UX snag immediately.
6. Loops: Emails That Run Themselves
Loops handles onboarding, upgrade nudges and win-back campaigns. Their drag-and-drop flow builder means I never write cron jobs or template HTML. A typical sequence:
- Day 0 – Welcome email with quick-start video
- Day 2 – Tips and hidden features
- Day 7 – Free-trial ending reminder
- Triggered on upgrade – “Thanks for going pro” + receipt
All of it runs off webhooks from Supabase and Stripe, synced in under an hour of setup.
7. Stripe: Revenue Without the Headaches
Nothing kills momentum like wrestling with PCI compliance. Stripe solves that. I use Stripe Checkout for subscriptions:
const session = await stripe.checkout.sessions.create({
mode: 'subscription',
payment_method_types: ['card'],
line_items: [{ price: 'price_pro_monthly', quantity: 1 }],
success_url: `${origin}/dashboard`,
cancel_url: `${origin}/pricing`,
})
return redirect(session.url!)
Stripe hosts the secure payment page, retries failed charges, handles invoices and sends webhooks back to my app. I added revenue tracking to PostHog with one extra event push in the webhook handler.
8. A Day in the Life With This Stack
- Plan – Outline a new “project templates” feature.
- Build – Ask Cursor to design the
templates
table and seed data. Accept the migration. - Code – Scaffold API routes and UI with Shadcn components. Style tweaks via Tailwind classes.
- Test – Local Supabase mirrors prod, so integration tests run instantly.
- Deploy –
git push
to a feature branch. Vercel gives mehttps://templates-preview.vercel.app
. - Review – Friend tests the preview, leaves comments. I fix, merge to main.
- Launch – Production auto-deploys. Loops sends an “🎉 New Feature” email.
- Measure – PostHog funnel confirms users create templates. Stripe shows an uptick in upgrades.
Total elapsed time: about one working day.
Key Takeaways
- Automate the boring parts. AI and managed services replace hours of boilerplate.
- Keep everything local first. Develop against a mirror of production for fewer surprises.
- Choose tools that integrate cleanly. A tight feedback loop multiplies productivity.
- Measure and iterate. Analytics and email automation close the build-measure-learn loop.
If you are assembling a stack for your next project, borrow whichever pieces solve your bottlenecks. For me, this combination lets a solo founder move with the momentum of a full team. I hope it does the same for you.