Engineering

How We Build

We're building AI that thinks like a marketer. Here's a look under the hood at our tech stack, engineering principles, and contributions to the open source community.

Our Tech Stack

Modern tools chosen for speed, reliability, and developer experience.

AI & ML

  • Anthropic
  • OpenAI
  • MCP Servers
  • A2A Protocol
  • CrewAI

Frontend

  • Astro
  • Next.js
  • TypeScript
  • ShadCN

Backend

  • Python
  • FastAPI
  • Node.js
  • MongoDB

Infrastructure

  • Cloudflare
  • Docker
  • GitHub Actions
  • Terraform

Open Source

We open source the tools we build and use in our own product. If it helps us, it might help you too.

More open source projects coming soon

How We Work

Principles that guide our engineering decisions.

Ship Fast, Iterate

We believe in getting things in front of users quickly and improving based on real feedback.

Test Everything

Automated testing and CI/CD ensure we move fast without breaking things.

Design to Falsify

We design experiments that could fail. If you can't prove yourself wrong, you can't learn anything.

Keep It Simple

Occam's Razor guides our architecture. The simplest solution that works is usually the best.

Build Right First

Fast is fine, but accuracy is final. We take time to understand problems before coding.

Know When to Stop

The last 20% costs 80% of the effort. We ship at 80% and iterate, rather than perfecting in isolation.

Want to Build With Us?

We're always looking for talented engineers who are excited about AI and marketing automation.