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Rupa Tiwari
Rupa Tiwari

Posted on • Originally published at appstackbuilder.com

I built a free tool that picks your entire SaaS tech stack in a minute

Every developer who’s started a SaaS has been here:

You open a blank doc.

You start listing tools.

You spend 3 days reading comparison articles.

You ask Twitter. You get 40 different opinions.

You still don’t know what to pick.

I’ve been there three times. So I built something to fix it.


What I Built

appstackbuilder.com — an AI-powered tool that takes your:

  • Budget
  • App type
  • Team size
  • Skill level

…and generates a complete recommended stack in seconds.

It covers every layer:

  • Authentication
  • Database
  • Hosting / Deployment
  • Payments
  • Email
  • Analytics
  • Error Monitoring
  • And more

Completely free. No account required.


The Problem With Existing Advice

When you Google "best tech stack for SaaS 2026", most articles:

❌ Recommend the same tools regardless of budget

❌ Ignore per-seat pricing (which kills small teams)

❌ Assume you’re a senior full-stack developer

❌ Are written by people who haven’t shipped in years

The real answer to “What stack should I use?” is:

It depends on your budget, team size, and skill level.

That’s exactly what this tool accounts for.


🚀 What Makes It Different

1. Pricing That Actually Reflects Team Size

Most stack guides say things like:

“Use Clerk for auth — it has a free tier.”

What they often don’t mention:

  • Clerk’s free tier caps at 10,000 MAU
  • Paid plans are per-user

For a 5-person internal tool with heavy usage, that pricing model can completely change your cost assumptions.

👉 This tool factors team size directly into every cost calculation, keeping estimates realistic.


2. No-Code Mode for Non-Technical Founders

Not everyone building a product is a developer.

Toggle “No-Code Only”, and recommendations are filtered to platforms you can actually ship with:

  • Bubble
  • Glide
  • Webflow

No backend engineering required.


3. Real Alternatives — Not Just One Pick

Instead of prescribing a single tool per category, each section shows:

✅ Up to 10 alternatives

✅ Clear pros & cons

✅ Room for informed decisions

Because stack choices are never one-size-fits-all.


4. Shareable Stack Links

Generated a stack?

Share it instantly via a link.

Perfect for:

  • Co-founder discussions
  • Team feedback
  • Community validation

The Stack I Used to Build It

Since this is Dev.to and you’ll ask anyway:

  • Framework: Next.js 16 (App Router)
  • Database: Supabase
  • AI: Multiple LLMs (OpenAI / Claude / Gemini)
  • Auth: Custom JWT
  • Hosting: Vercel
  • Styling: Tailwind CSS + shadcn/ui

Yes — I used the tool to help validate my own stack choices.

Meta, I know.


What I Learned Building This

Pricing Data Is a Nightmare

Tools change pricing constantly.

Supabase updated their free-tier limits twice while I was building this.

Right now, I handle this via:

  • Manual verification
  • Scheduled checks

Not elegant, but it works.


No-Code Recommendations Are Hard

As a developer, my instinct is always:

“Just code it.”

Getting no-code suggestions right required significant feedback from non-technical founders. Still improving this area.


People Care More About Cost Than Features

The most-used feature is the monthly cost calculator.

More than tool names.

More than explanations.

Budget anxiety is very real for early-stage founders.


Try It

👉 appstackbuilder.com

Free. No signup. Takes ~60 seconds.

If the recommendations feel off for your use case, drop a comment below — I read everything, and it directly influences what I improve next.

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