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Development, Strategy 10 Mar 2026

How to Pick a Tech Stack Without Overthinking It

Author

Written by Sergii Babikov

Reading time 8 min read

Tech Stack Decision

Every single client call I've had in the past year has included some version of this question: "What should we build it with?" And every time, there's this anxiety behind it — like picking the wrong framework is going to ruin their business.

It's not. I promise. Your tech stack matters way less than you think, and I say this as someone who has strong opinions about technology. Let me explain.

The Dirty Secret About Tech Stacks

Here's something most developers won't tell you because it undermines their "expertise": for 90% of web projects, any modern stack will work fine. React, Vue, Svelte — they all produce fast websites. Node, Python, Ruby, Go — they all handle API requests just fine. PostgreSQL, MySQL — both are excellent databases that will happily serve you for years.

The projects that fail don't fail because someone picked Vue instead of React. They fail because of unclear requirements, scope creep, poor communication, or running out of money. I have literally never seen a project fail because of a technology choice. Not once in eight years.

So if it doesn't really matter, how do you choose? Here's the framework I use.

Question 1: What Does Your Team Already Know?

This is the most important factor, and it's the one people ignore most often. If your developer knows Laravel inside and out, build it in Laravel. If they're a React person, use React. The productivity difference between someone working in a familiar stack versus learning a new one is enormous — easily 2-3x.

I had a client last year who insisted on using Go for their backend because they read that it's faster than Node.js. It is faster. But their developer had never written Go before. The project took twice as long as it should have, and the code quality was... not great. They ended up rewriting it in Node six months later.

If you're hiring a team or agency (like us at OxelLab), this still applies — just in reverse. Ask what they're best at and go with that. A team building their 50th React app will deliver something better and faster than a team trying a new framework for the first time on your dime.

Development Planning

Question 2: What Are the Actual Requirements?

Not the hypothetical future requirements. Not the "what if we need to scale to a million users" requirements. The real, right-now requirements.

I always ask clients: "What does this need to do on day one?" Not day 365. Day one. Because the thing you build for day one is going to get changed a dozen times before you get to day 365 anyway. Building for hypothetical scale is how you end up with a Kubernetes cluster serving 200 visitors a day.

That said, some requirements do push you toward specific technologies:

  • Real-time features (chat, live updates): Node.js or Elixir handle WebSockets really well
  • Heavy data processing: Python is hard to beat for data pipelines and ML integration
  • Content-heavy sites (blogs, marketing): A static site generator or CMS will save you months
  • Complex forms and workflows: React or Vue with TypeScript — the type safety pays off fast
  • Mobile app + web app: React (shared knowledge with React Native) or Flutter for true cross-platform

If your project doesn't have any of these specific needs — if it's a standard web app with users, a database, and some business logic — just use whatever your team knows best.

Question 3: Can You Hire for It?

This one bites people later. You build your product in some niche framework because it's technically elegant, and then you need to hire. And you discover there are twelve people on Earth who know this framework, and they all want $250/hour.

Boring, mainstream technologies have a massive advantage: you can find developers. React has a huge talent pool. Node.js has a huge talent pool. PostgreSQL, Python, TypeScript — these are safe bets not because they're the "best" technology, but because you'll always be able to find someone to work on them.

I've built things in Elixir and loved it. Beautiful language, incredible performance. But when a client asks me what to build their startup with, I don't usually recommend it — because when they need to hire their second developer, the search is going to be painful.

What We Usually Recommend (And Why)

For most of the projects we take on in our web development practice, our default stack is:

  • Frontend: React or Next.js with TypeScript
  • Backend: Node.js with Express or Fastify
  • Database: PostgreSQL with Prisma ORM
  • Hosting: VPS or cloud depending on scale needs

Is this the objectively best stack for every project? No. But it's a stack we know extremely well, it has excellent tooling, the community is massive, and our clients can find developers to maintain it after we hand things over. That last part matters more than most agencies will admit.

We deviate when there's a good reason. A recent project needed heavy PDF generation, so we used Python for that service. Another was a full SaaS platform where we added Redis for pub/sub. But the core stays consistent because consistency is how you ship things on time.

The One Thing That Actually Matters

If I could boil this entire post down to one sentence: pick boring technology and focus your creativity on the product, not the infrastructure.

Your users don't care if you're running React or Vue. They care if the app works, if it's fast, and if it solves their problem. Every hour you spend debating Tailwind vs. styled-components is an hour you're not spending on making your product better.

I've watched founders spend three months evaluating tech stacks before writing a single line of code. Three months! In that time, they could have built and launched an MVP, gotten real user feedback, and pivoted twice. The stack doesn't matter if you never ship.

So pick something reasonable. Pick something your team knows. Ship the thing. You can always change it later — and you probably will, because by then you'll actually know what your product needs, instead of guessing.

Have a project idea and not sure where to start technically? Reach out — we're happy to think through it with you.

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