Codalyst Tech
Software Development6 min read

What Is a Tech Stack? A Plain-English Guide for Founders

When a developer tells you they want to build your product using React, Node.js, and PostgreSQL on AWS, they have just described the tech stack. Understanding what those words mean, and more.

When a developer tells you they want to build your product using React, Node.js, and PostgreSQL on AWS, they have just described the tech stack. Understanding what those words mean, and more importantly, why the choice matters for your business, does not require a computer science degree.

What a tech stack is

A tech stack is the collection of technologies used to build and run a software product. It typically includes: the programming language and frameworks, the database, the hosting infrastructure, and the tools that support development.

Think of it like building a house. The construction method (concrete frames vs. timber frames), the materials (wood, brick, steel), and the utilities (which electrical system, which HVAC) all have to work together and serve the needs of the people living in the house. No single choice is right for every building.

The layers of a tech stack

Frontend: What users see and interact with. For web applications, this is typically JavaScript-based. React, Vue, and Angular are the dominant frameworks. Next.js and Nuxt are popular meta-frameworks built on React and Vue respectively.

Backend: The logic that runs on servers. Receives requests from the frontend, processes business logic, reads and writes data. Common options include Node.js (JavaScript), Python, Ruby on Rails, Java, Go, and others.

Database: Where the data lives. Relational databases (PostgreSQL, MySQL) store structured data in tables. Document databases (MongoDB) store data as flexible documents. The choice affects how data is structured and queried.

Infrastructure: Where everything runs. AWS, Google Cloud, and Azure are the major cloud providers. Vercel and DigitalOcean are simpler alternatives. Infrastructure choices affect cost, performance, and the engineering skill required to maintain the system.

Third-party services: The external products integrated into the stack. Payment processing (Stripe), email delivery (SendGrid), authentication (Auth0), and many others.

Why tech stack choice matters for your business

Hiring. You will eventually need engineers to maintain and extend the product. Engineers specialize in specific technologies. A product built in Ruby on Rails has a smaller hiring pool than one built in Python or JavaScript. A stack based on widely-adopted technologies is easier and cheaper to hire for.

Cost. Different infrastructure choices have different cost profiles. Serverless architectures scale economically for low traffic but can become expensive at high volumes. Dedicated servers cost more upfront but are more predictable at scale.

Speed of development. Some technologies are faster to develop with for specific types of products. Python with Django is fast for data-heavy applications. React with Next.js is fast for complex web UIs. Using a technology well-suited to your product type reduces development time.

Maintenance. Technologies age. Frameworks that are well-maintained with active communities are safer long-term choices than technologies with declining usage. A product built on a technology that becomes unmaintained forces a migration that can be expensive.

The current developer's expertise. The best tech stack for your specific situation is often the one your current team knows well. A brilliant developer working in their strongest language beats an average developer working in a theoretically superior one.

Common tech stacks in 2026

The JavaScript stack (MERN, MEAN, or Next.js full-stack): MongoDB or PostgreSQL, Express.js or a Next.js API, React or Next.js, hosted on Vercel or AWS. Extremely common for SaaS applications. Large developer pool. Good tooling.

Python stack: Django or FastAPI for the backend, PostgreSQL, deployed on AWS or Google Cloud. Strong for data-heavy applications, machine learning integration, and APIs. Python developers are in high demand.

Ruby on Rails: An older but still widely-used full-stack framework that handles front-end and back-end in one system. Known for fast development speed. Smaller hiring pool than JavaScript or Python.

Mobile-first: React Native (cross-platform), Swift (iOS), Kotlin (Android), paired with any backend. Necessary when the product is primarily a mobile application.

Questions to ask your developer about tech stack

Why this specific stack for this project? The answer should reference your specific product type, their team's expertise, and the hiring market. It should not just be "we always use this."

How common is this technology in the hiring market? If you need to hire additional developers or find a new team later, how easy will it be?

What is the upgrade path when major versions change? Frameworks release major updates that sometimes require significant migration work. How often does this happen and how disruptive is it?

Who else runs production applications on this stack? Widely-deployed technologies have communities that have solved common problems. Niche technologies may not.

What you should and should not try to control

As a non-technical founder, you should not be making specific technology choices. You do not have the information to make good ones.

What you should do: understand the reasoning behind the choices your team makes, ask the questions above, and ensure the choices are justified by your specific needs rather than developer convenience or novelty.

You should also ensure the choice considers your hiring needs for future engineers. A brilliant stack that only three developers in the country know is not a good choice for a business that needs to grow an engineering team.

Use the tech stack picker to get a recommendation based on your product type and requirements. Then get in touch with our development team to discuss the right technology decisions for your specific product.