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Engineering9 min readJan 2026

How We Ship SaaS Products in Weeks, Not Months

We launched 4 SaaS products in under a year. Here's our stack, our process, and the hard-won lessons about what actually matters when building production software fast.

How We Ship SaaS Products in Weeks, Not Months

In the last 12 months, we’ve launched 4 SaaS products from zero to production. Not prototypes. Not landing pages with waitlists. Real products with real users, real payments, and real infrastructure behind them. This post is about how we did it — the stack we chose, the process we follow, and the lessons we learned about shipping fast without cutting the corners that matter.

Our Stack and Why

Consistency is the single biggest accelerator when you’re shipping multiple products. Every time you pick a new framework, database, or hosting provider, you’re burning weeks on decisions that don’t differentiate your product. Here’s what we standardized on:

Frontend   Vue 3 + Nuxt.js
Backend    PostgreSQL + FastAPI
Payments   Stripe
AI         Anthropic + Google + Microsoft
Email      Resend
Hosting    Containers + Cloudflare

Vue and Nuxt give us SSR and static generation with minimal config. FastAPI is the fastest way to build typed Python APIs — and since our AI layer is Python-native, we avoid the serialization tax of crossing language boundaries. PostgreSQL handles everything from user data to vector embeddings. Stripe means we never touch payment card data. Cloudflare gives us global edge caching without managing CDN infrastructure.

The Process

  • Week 1: Problem definition. Before we write a line of code, we spend a week defining the problem — not the solution. We talk to users, study existing tools, and write a one-page brief everyone can reference.
  • Week 2–3: Core flow. We build the one thing the product must do — the core action that delivers value. Everything else is scaffolding.
  • Week 4–6: Complete MVP. We build around the core: auth, billing, basic admin, email, error handling. A real user could sign up, pay, and get value.
  • Week 7–8: Polish & launch. Loading states, empty states, edge cases, mobile, and the marketing site. Deploy, monitor, onboard early users.

What We Skip

  • Lengthy specification documents — a one-page brief, not a 40-page PRD.
  • Pixel-perfect design upfront — iterate on design in code with a component library.
  • Feature parity with incumbents — ship the 20% that solves 80% of the problem.
  • Custom infrastructure — managed services for everything.
  • Multi-platform from day one — web first, always.

What We Don’t Skip

  • Type safety — typed end-to-end (TypeScript + Pydantic).
  • Auth & authorization — proper authentication and RBAC from day one.
  • Payment processing — if it has a price, Stripe is integrated before launch.
  • Error handling & monitoring — logging, error tracking, and uptime monitoring on the launch checklist.
  • Audit trails — every significant action logged, especially in regulated industries.

Lessons from 4 Products

  • The stack matters less than you think. Pick something and get deeply proficient.
  • Users forgive ugly, they don’t forgive broken. Reliability beats beauty every time.
  • Shipping is a muscle. The first product took 10 weeks; the fourth took 6.
  • Feedback loops beat planning cycles. Plans are guesses. Shipped code is data.

Shipping fast isn’t about cutting corners — it’s about knowing which corners don’t exist yet.