The Ultimate Guide to Choosing the Best Tech Stack for Your Startup in 2025

Picking your tech stack isn’t a code decision. It’s a business decision with real consequences.

Do you build with lean tools your developers can ship in? Or with the industry standards your future hires and future investors will expect to see?

Do you optimize for shipping this week, or for rewriting less a year from now?

There’s no “best stack.” But there is a right one for your context. And most people don’t figure that out until it's expensive to change.

In this guide, we’ll cover:

  • The tech stacks real startups are using in 2025

  • How to choose based on your product type, team structure, and scaling plan

P.S., ValidateMySaaS gives you competitor breakdowns, SEO keyword demand, and product-level risks custom-fit to your business. Most reports land in under 4 hours. No fluff. Just what you need to make better decisions.

What's Covered

SectionWhat You’ll Learn
Choosing the Right StackA 3-step framework to match your stack with your product type, team skills, and goals.
Common Stack Mistakes6 costly missteps to avoid, like building for scale too early or chasing trendy tools.
Top Tech Stacks (2025)Deep dives into MERN, Rails, Flutter, and more, with real pros and use cases.
Stack Recommendations by Project TypeTailored stacks for MVPs, SaaS apps, mobile-first tools, and data-heavy platforms.
CI/CD & Hosting ToolsHow to pick the right cloud and deploy fast without DevOps overwhelm.
Startup-Ready Security StackNon-negotiables like HTTPS, OAuth, MFA, and secret management, even at MVP stage.
Final ChecklistA simple, actionable list to validate every piece of your stack before you ship.

Why Thinking Through Your Tech Stack Matters

Your tech stack defines more than just how your product works. It shapes how fast you can move, who you can hire, what kind of problems you can afford to solve... and when you’ll hit the ceiling.

At a basic level, every stack covers the same core layers:

  • Frontend -> how your product looks and feels (React, Next.js, Framer)

  • Backend -> handles logic and data flow (Node, NestJS, Django)

  • Database -> stores the data (PostgreSQL, MongoDB, Firebase)

  • Infrastructure -> where everything runs (AWS, Vercel, DigitalOcean)

  • CI/CD -> how you deploy and release safely

  • Security -> authentication, encryption, monitoring

But the real question is: which parts do you prioritize and why?

Do you pick a stack your development team already knows in order to ship faster? Or something with better long-term structure, even if it’s slower to build with now?

For example:

  • Framer can help you launch a polished UI fast, but it’s not built for complex state or backend control.

  • Supabase gives you flexibility, but you’ll need to stay closer to the tech.

  • Firebase is fast to set up, but it locks you into certain patterns that are hard to unwind later.

There’s no wrong tech stack. It depends on what stage you’re in, who’s on your team, how often you plan to ship, and what kind of product you’re building.

Now that we have this out of the way, here’s a framework to help you pick the stack that matches your project requirements, team expertise, and real-world constraints.

The 3 Step Framework to Choose the Right Tech Stack for Your Startup

Step 1: Start with the product, not the tools

Your stack depends on what you're building.

  • Mobile applications? You’ll need cross-platform frameworks like Flutter or React Native.

  • Real-time user interactions? Tools like Firebase or Supabase work well.

  • Content-heavy or SEO-driven web pages? A web application framework like Next.js plus a headless CMS helps streamline performance and control.

  • Data-heavy dashboards? Go with structured databases like PostgreSQL and backend tools that support rapid development without breaking business logic.

This isn’t just about frontend or backend. You’re choosing tools based on user experience, data storage, and how your team will actually deliver.

Step 2: Match the stack to your execution constraints

Now match the stack to your real-world limits.

  • What programming languages do you or your team know?

  • What’s your deadline?

  • Are you comfortable managing infrastructure and server management, or should you use a cloud provider that handles it?

  • Can you afford unexpected licensing costs or high-maintenance tools during the development process?

Choosing a stack your team already understands is often better than chasing the newest thing. The right stack is the one that removes friction, not adds it.

Step 3: Stress-test for the next phase

You're building for today but don’t ignore next quarter.

  • Will this stack still hold up if you grow 10x?

  • Can new hires onboard fast or will you have to spend significant time training them?

  • Are you locking yourself into a cloud platform you can’t easily leave?

  • Is the community support strong enough to help when things break?

You don’t need to build for scale on day one. But you do want to avoid rewriting core systems just because your early choices didn’t hold up.

Mistakes to Avoid When Choosing Your Stack

The wrong tech stack won’t just slow you down. It’ll trap you in decisions that are hard (and expensive) to undo. Here are the most common mistakes new founders make along with how to avoid them before they cost you months of velocity:

#1: Choosing What’s Trendy Instead of What’s Practical

Just because a tool is popular doesn’t mean it’s right for your project scope.

It's easy to chase trends like GraphQL, Kubernetes, or bleeding-edge programming languages long before they’re necessary. These tools shine in large-scale applications, but when you’re still validating product-market fit, they add development cost and complexity with little payoff.

Modern tech stacks are only helpful when they match the job. The right technology stack for a 3-person team is one that lets you ship fast. Not chase architecture that solves problems you don’t have yet..

Startups don’t die from underengineering. They die from not shipping.

#2: Building for Scale Too Early

Premature optimization kills more startups than bad ideas.

Overengineering your infrastructure and server management systems means you’re spending time on problems that don’t exist. You’re not Netflix. You don’t need to optimize your runtime environment for 1 million concurrent users when you barely have 10.

Build for today’s users first. Refactor when you actually have scale issues, not before.

#3: Going All-In on a Developer’s Favorite Stack

Every developer has a comfort zone... certain stack technologies they swear by. But just because someone loves Elixir or Rust doesn’t mean it’s a good call for your future development team.

Your job is to choose a technology stack that supports hiring, fast onboarding, and long-term maintainability. Ask yourself: will future web developers or backend engineers be able to work with this stack without a steep learning curve?

You don’t want to end up rebuilding your software stack just to grow your team.

#4: Overcomplicating the Backend

The temptation to build your own authentication system, event queues, or microservices architecture is real. But unless your product needs these backend technologies right now, skip it (In case you need to hear it, your software probably does not need it right now).

Early on, most startups can get away with using out-of-the-box services like Supabase or Firebase. These tools handle core client and server side functions like data storage, user interactions, and business logic without requiring you to engineer every piece yourself.

Complicated backends are for complex projects. Not MVPs.

#5: Not thinking about team handoff

Your development environment shouldn’t require a one-hour walkthrough just to get running. Can a new dev join the repo, run a couple commands, and start working today?

If not, you’ve built something that’s too fragile to scale.

Smooth team expertise transfer is a signal of a healthy software development setup. Your tools, dependencies, and documentation should make it easy for others to contribute even if you’re not around.

#6: Ignoring exit costs

Some tools are free... until you try to leave.

Cloud services like Firebase, for example, make it easy to launch but hard to migrate. If your entire production environment is tied to their backend technologies, moving to a different cloud provider later will feel like open-heart surgery.

Before locking yourself into one stack, ask: how hard will this be to replace? And if your answer sounds like, “we’ll figure it out later,” reconsider now.

Top Tech Stack Options for Startups in 2025 (With Pros & Cons)

Here are the most common software stacks founders are using in 2025, with the real pros, the real tradeoffs, and where they actually fit.

MEAN Stack

Mean Stack

MongoDB, Express.js, Angular, Node.js

MEAN is a full JavaScript stack built for developers who want everything in one language. It’s a solid fit for real-time apps and single-page interfaces where the backend and frontend need to stay tightly connected.

It works well for early teams who want to move quickly without switching between tech paradigms.

Upsides (vs. others):

  • Easier to set up than Next.js or RoR, since everything is JS

  • Unlike LAMP, it supports real-time updates and single-page applications out of the box

  • Compared to Flutter, it’s better suited for complex web applications over mobile-first products

Drawbacks (vs. others):

  • Angular’s learning curve is higher than React (MERN) or Tailwind + Next.js

  • MongoDB struggles with relational data, where PostgreSQL (used in RoR, Next.js, LAPP) shines

  • Less flexibility than the Next.js + Tailwind stack for frontend customization

Use it if your team’s already fluent in Angular and needs a fast, full-stack JS setup.

MERN Stack

MERN Stack Logo

MongoDB, Express.js, React, Node.js

MERN is MEAN’s cooler sibling. React replaces Angular, giving you a lighter, more modular frontend. Most startups using MERN love it for how quickly they can iterate on UI and user interactions especially in early-stage products.

React’s component model also gives you more flexibility to scale or refactor later.

Upsides (vs. others):

  • Easier to ramp up on than MEAN or RoR

  • React’s modular system is more reusable and lightweight than Angular or the Flutter widget tree

  • Better community and dev availability than Rails, Flutter, or LAMP

Drawbacks (vs. others):

  • Still stuck with MongoDB—less robust than PostgreSQL for relational data (used in RoR and Next.js)

  • Less out-of-the-box structure than RoR, which handles routing, DB migrations, and more

  • Requires more boilerplate setup than the Flutter stack or Rails for fast MVPs

Go with MERN when you want fast frontend iteration, clean React UI, and a JS-based backend—but without Angular’s rigidity.

Ruby on Rails Stack

Ruby, Rails, PostgreSQL, light frontend JS

Rails was made for startups. If you want to ship something functional fast it’s still one of the best bets. It handles things like authentication, data migrations, and background jobs with almost no setup.

That said, Rails is less common than it used to be, and hiring experienced developers can take longer in 2025.

Upsides (vs. others):

  • Faster to build out a complex backend than MERN, Next.js, or Flutter

  • Built-in tooling beats almost any stack for shipping SaaS-style features (auth, forms, jobs)

  • Unlike MERN or Flutter, you won’t spend time stitching together basic infrastructure

Drawbacks (vs. others):

  • Fewer available developers than React, Node, or Dart/Flutter

  • Less flexibility for highly interactive frontend UIs. React (MERN) or Next.js do that better

  • Not mobile-friendly at all. Flutter wins if mobile is core

Still one of the fastest ways to build a SaaS backend—especially for dashboards, CRMs, booking platforms, or anything workflow-driven.

Flutter Stack

Dart, Flutter, Firebase or Supabase

If your main product is mobile and speed to market matters more than pixel-perfect OS-native behavior, Flutter delivers. One codebase, two platforms. And it looks good out of the box.

You’ll usually pair it with a backend like Firebase (fast, but opinionated) or Supabase (flexible, but more DIY).

Upsides (vs. others):

  • Only stack here with true cross-platform mobile support—better than writing native or trying React Native

  • Faster to build UIs than MEAN or Rails

  • Firebase setup is easier than managing a Node + Postgres backend

Drawbacks (vs. others):

  • Dart is less flexible than JavaScript/TypeScript used in MERN or Next.js

  • Difficult to customise deeply on the operating system level

  • Vendor lock-in with Firebase is steeper than using Supabase, Postgres, or Rails

  • You still need to manage data sync, auth, and network security which makes it harder than using full-stack tools

A strong choice for MVPs, B2C apps, or tools that need to validate product-market fit before going native.

Next.js + Tailwind + Node.js + PostgreSQL

The 2025 stack that’s taking over SaaS

This combo gives you best-in-class frontend speed, modern styling, and a scalable backend built on well-loved tooling. It’s become the go-to stack for ambitious startups building real products.

Upsides (vs. others):

  • More flexible than Rails or MEAN so you choose what to manage, what to outsource

  • Better UI experience than RoR, LAMP, or Flutter

  • Tailwind is faster to ship with than Angular or even raw CSS in MERN

Drawbacks (vs. others):

  • More setup work than Rails or Flutter + Firebase, especially for non-dev founders

  • Backend needs to be built from scratch. No batteries included like Rails

  • Unlike MERN, not everything is JavaScript which means you’ll be juggling multiple tools

If you’re building a modern SaaS product, this is the default choice. Strong enough to scale, lean enough to ship.

MVPs & Early Validation

Next.js + Supabase + Tailwind

If your goal is to ship quickly, validate your idea, and not get stuck in infrastructure hell, this is the stack we’d start with.

Next.js gives you fast, SEO-friendly pages with built-in routing and server-side rendering. Supabase handles your backend: authentication, data storage, even real-time updates without needing to write a single API endpoint. Finally, Tailwind keeps your UI lean and consistent, so you don’t waste time fiddling with CSS frameworks or design systems.

Together, this setup keeps your attention where it belongs: on the product. It’s flexible enough to build a “real” app, not just a prototype and light enough to pivot or throw away if needed.

Scalable SaaS Products

Next.js + NestJS + PostgreSQL + AWS

Once you're past the MVP phase and building something for long-term use... something with user permissions, background jobs, billing, and more you’ll want stronger backend structure and infrastructure-level control. This stack delivers exactly that.

NestJS is a TypeScript framework that brings the stability and scalability you'd usually associate with Java or .NET, but in a Node environment. Paired with PostgreSQL, it gives you a clean, relational data layer that handles complex business logic without pain. Next.js still owns your frontend because nothing beats it for modern web apps and AWS gives you all the flexibility to scale, automate, and optimize your infrastructure as you grow.

This stack takes a little more effort up front, but it saves you a year of pain later when things actually start working.

Cross-Platform Mobile-First Apps

Flutter + Firebase or Supabase

When mobile is your core product, you don’t want to juggle separate iOS and Android codebases. Flutter fixes that with a unified UI layer and polished components that look native on both platforms.

For the backend, Firebase is the plug-and-play option handling auth, database, storage, and notifications all bundled together. If you want more control, Supabase swaps in easily with SQL under the hood and a more open ecosystem.

The real value here is in iteration speed. You can build something that feels premium with a small team, and still maintain it long term without wrestling with native development environments.

Data-Heavy Platforms

Django + PostgreSQL + AWS

If your product revolves around structured data, analytics, dashboards, or admin tools, Django still leads the pack. Its ORM, built-in admin panel, and clear project structure make it ideal for managing complex datasets without reinventing how you handle auth, permissions, or background jobs.

We pair it with PostgreSQL. It’s stable, relational, and handles heavy queries without falling apart. And with AWS, you can spin up processing pipelines, trigger workflows, and scale compute power only when you need it.

Project TypeRecommended Stack
MVPNext.js + Supabase + Tailwind
Scalable SaaSNext.js + NestJS + PostgreSQL + AWS
Cross-Platform MobileFlutter + Firebase or Supabase
Data-Heavy ProductDjango + PostgreSQL + AWS

Hosting, CI/CD, and DevOps Tools for Startups

You’ve picked the right tech stack. Now it’s time to ship and keep shipping.

That means solving for three things: where your code lives (hosting), how it gets there (CI/CD), and how it stays stable under load (DevOps).

This layer is often underestimated by early teams, but it’s where things get painful fast if you make the wrong call - unexpected cost spikes, slow deploys, or security issues that catch you off guard.

Here’s how to make smart picks that scale with you.

CI/CD Tools: Automate Without the Bloat

Most early-stage teams don’t need a full-blown DevOps department. What you need is fast, reliable automation for testing and deploying code—without spending hours writing YAML configs.

Here’s how the top tools compare:

  • GitHub Actions\ Best for teams already using GitHub. It’s tightly integrated, easy to get started with, and handles most workflows out of the box.\ Why we like it: Simple syntax, great community workflows, no extra tools needed.

  • GitLab CI/CD\ Ideal if you’re already using GitLab or want self-hosted control. It’s more flexible than GitHub Actions, but with that comes extra complexity.\ Where it shines: Stronger pipeline features for teams that need more custom control.

  • Jenkins\ Still used by big teams, but overkill for most startups. You’ll spend more time maintaining Jenkins than building your product.\ Skip it unless: You’re deeply invested in custom pipelines or managing infrastructure across large orgs.

What we recommend: Start with GitHub Actions unless you have a strong reason not to. You’ll get fast deploys, minimal setup, and enough power to run tests, push to staging, and deploy to production. It's what we run at ValidateMySaaS too. Simple and efficient.

Cloud Providers: Hosting That Scales with You

You’ve got a lot of options for where your product lives. Choosing the best cloud for startups comes down to trade-offs between control, simplicity, cost, and performance.

Let’s break down the four most common players:

  • AWS (Amazon Web Services)\ Massive flexibility, granular control, and enterprise-level tools. But it comes with steep learning curves and can get expensive fast if you don’t know what you’re doing.\ Best for: Scalable SaaS products that need fine-tuned infrastructure, serverless options, and global reach. But you'll need to watch out for unexpected bills and complex networking/security defaults.

  • GCP (Google Cloud Platform)\ A cleaner experience than AWS, with great support for machine learning, data, and Google integrations. Less community support than AWS, though.\ Great for: Data-heavy products and startups already using Google tools.\ Watch out for: More enterprise-focused sales/support experience.

  • Vercel\ Tailored for frontend-first stacks (like Next.js). Push to GitHub → auto-deploy. It handles infrastructure, SSL, and caching out of the box.\ Perfect for: MVPs and marketing sites where speed of iteration matters more than customization.\ Watch out for: Cost scaling. Prices can spike as usage grows, especially if you’re hosting APIs or heavy server-side logic.

  • DigitalOcean\ A middle ground. Cleaner UI than AWS, less opinionated than Vercel, and developer-friendly. With offerings like App Platform and Managed Databases, you can scale without dealing with raw servers.\ Solid for: Solo founders, small teams, and projects that need more backend flexibility without going full AWS. Not as battle-tested as AWS for very large scale or edge use cases.

Cloud Providers Comparison Table

ProviderBest ForStrengthsWatch Out For
AWSScalable SaaS products with complex infra or global trafficGranular control, serverless options, battle-tested for scaleSteep learning curve, surprise bills, complex defaults
GCPData-heavy products or teams already using Google toolsSmooth experience, strong ML + data tools, tight Google ecosystem integrationLess community support, more enterprise-style support flow
VercelFrontend-heavy MVPs and marketing sites using Next.jsInstant deploys from GitHub, handles infra + CDN out of the boxCost spikes with traffic/APIs, less backend flexibility
DigitalOceanSmall teams needing backend flexibility without AWS complexityClean UI, developer-first, easy managed services like App PlatformLess proven at hyperscale, fewer built-in automation tools

Our Recommendations Based on Product Type

Product TypeRecommended Hosting + CI/CD Stack
Frontend-heavy MVPsVercel + GitHub Actions
Backend-first SaaSAWS or DigitalOcean + GitHub Actions or GitLab CI
Data-heavy productsGCP or AWS + GitLab CI
Mobile apps (Firebase/Supabase backend)Minimal backend CI early on; GitHub Actions for frontend/admin deploys

One Last Word on DevOps

Don’t overengineer. Your job is to build and ship features not spend weeks configuring a bulletproof Kubernetes cluster when you’re pre-revenue.

That said, don’t ignore network security, infrastructure and server management, or monitoring either. Even early on, you should be thinking about access control, backups, and what happens when your product breaks at 2am.

Be fast but not reckless.

Security Must-Haves in a Modern Startup Stack

Security isn't an add-on. It's infrastructure.

A surprising number of startups treat cybersecurity as something they’ll “deal with later.” But the data says otherwise: nearly 60% of small businesses fold within 6 months of a breach. You can’t afford to roll the dice.

So here’s what your secure tech stack needs on day one across every layer that matters:

1. Always-On HTTPS (via Your Hosting Layer)

Let’s start with the surface layer: the web itself.

Every user request should be encrypted via HTTPS. Fortunately, if you’re using platforms like Vercel, Netlify, or Cloudflare, HTTPS is enabled by default. Just make sure you don’t allow fallback to HTTP, and that your custom domains are pointed correctly.

Without HTTPS, session cookies and login credentials can be intercepted. That’s a lawsuit waiting to happen.

2. Don’t build your own login system - use OAuth

User auth is where most founders mess up.

Instead of patching together passwords, sessions, and forgot-my-password flows, use a platform like Supabase Auth, Firebase, or Clerk. They all support OAuth 2.0 and abstract the hard parts - secure session management, token refresh, password resets, device limits.

This handles your sign-up, login, and role-based access control. And unlike a DIY solution, it won’t fall apart when you scale or start charging money.

3. MFA everywhere that touches code or infrastructure

Most breaches don’t happen through your app. They happen because someone got into your GitHub, Vercel, or admin Gmail account.

That’s why multi-factor authentication (MFA) is non-negotiable... not just for your users, but for you and your team. Your product is only as secure as your weakest collaborator. One forgotten laptop without 2FA can wreck everything.

So turn on MFA for anything that controls deploys, payments, or user data. That means your CI/CD tools, cloud platforms, and even your Gmail.

4. Secure your secrets

At some point, your app will use environment variables to store API keys, DB credentials, or webhook URLs. Never hardcode them. Never share them over Slack. Don’t put them in your README.

Instead, use .env files locally and keep them out of Git. For production, use secret managers like Vercel’s env settings, Supabase’s project secrets, or tools like Doppler or Vault.

This is how you protect everything from your Stripe keys to your OpenAI tokens. One exposed secret, and someone could start billing your account or manipulating your users' data.

5. Don’t blindly trust cloud defaults

Platforms like AWS, GCP, and DigitalOcean are powerful — but they assume you know what you’re doing. And that’s dangerous.

For example: a fresh S3 bucket or database on AWS is often public unless you explicitly restrict it. Open ports, SSH access, or lax IAM permissions can quietly expose your infrastructure.

Even Firebase and Supabase, which are more beginner-friendly, require you to lock down your auth rules and RLS policies.

So when you spin up a service, don’t just test that it works. Test that it fails when it should. That’s the real safety check.

Final Word

Most SaaS founders don’t get breached by some super high IQ hacker. They lose it because they shipped something half-baked and got burned by a lazy mistake.

These security must-haves aren’t fancy. But they’re the reason your app will still be online and your users’ data still safe six months from now.

Minimum Viable Security Stack (MVSS)

Tool / ConceptWhere It AppliesWhy It Matters
HTTPSHosting provider (Vercel, Netlify, Cloudflare, etc.)Encrypts all traffic between your app and the user. Prevents basic eavesdropping.
OAuth 2.0 / Auth-as-a-ServiceAuth layer (e.g., Supabase, Firebase, Clerk)Handles secure login, session tokens, and refresh logic. No need to DIY auth.
MFA (Multi-Factor Auth)CI/CD platforms, GitHub, admin tools, emailBlocks unauthorized access to deploy pipelines, cloud infra, and sensitive accounts.
Secret ManagementEnvironment configs, CI/CD pipelinesKeeps API keys and credentials out of code and Git. Prevents credential leakage.
Cloud Security HygieneAWS / GCP / Supabase / FirebaseDefaults aren’t safe. Lock down ports, permissions, and database rules manually.

Final Checklist: How to Build Your Startup Tech Stack with Confidence

We've covered a lot of ground.

Here's a final checklist tying everything down:

Frontend

  • Pick a framework: Next.js (recommended), React, or Vue

  • Use a design system or UI library: Tailwind, Chakra UI, MUI

  • Plan for mobile: Flutter (cross-platform) or React Native

Backend

  • Choose a language + framework: Node.js + NestJS, Django, or Rails

  • Handle API routing and logic: REST or GraphQL — keep it simple early on

  • Use an auth system: NextAuth, Supabase Auth, or Firebase Auth

Database

  • Select based on needs:

    • PostgreSQL (default for most)

    • MongoDB (flexible schema)

    • Firebase/Supabase (low-code friendly MVPs)

Hosting & CI/CD

  • Frontend hosting: Vercel or Netlify for MVPs, AWS/GCP for custom infra

  • CI/CD pipelines: GitHub Actions, GitLab CI, or Bitbucket Pipelines

  • Set up auto-deploys from main branch to production

Security

  • Use HTTPS and auto-renewing SSL (default on most hosts)

  • Implement OAuth 2.0 or JWT for secure user auth

  • Add firewalls or rate limiting via host/platform

  • Store secrets securely: env variables + GitHub secrets

Monitoring & Analytics

  • App monitoring: Sentry, LogRocket, or PostHog

  • Performance tracking: Vercel Analytics, Lighthouse, or Datadog

  • User analytics: Plausible, PostHog, or Google Analytics

Miscellaneous Tools

  • CMS: Webflow, Wordpress, or Notion-as-CMS (for fast iteration)

  • CRM: Close CRM

  • Email service: SendGrid, Resend, or Mailgun

  • Payments: Stripe for most SaaS

  • Internal tools: Retool, DronaHQ, or Glide for dashboards/admin panels

Quick Tip: Keep your early stack as boring as possible. The flashiest tools won’t save you from churn if you build something people don’t need. Start lean. Add complexity later.

Simple Scales, Fancy Fails

You’ve now got a complete playbook for choosing the right tech stack without falling into the trap of overengineering or chasing hype. Here's what to keep in your back pocket:

  • Start with the product, not the tools. Choose based on use case, not what’s trending on Hacker News.

  • Avoid scale-before-sales syndrome. Build for traction first, not theoretical load.

  • Keep security non-negotiable. Lock down the essentials from day one—OAuth, MFA, and secrets management.

  • Know when to upgrade. Vercel and Firebase are great… until they’re not. Plan your exits early.

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