Now Accepting Applications for Cohort 1.0

The Talent Gap Was Real.
So We Built a Bridge.

Growth Loops Technology couldn't find engineers who understood production AI. So we created Growth Loops Labs to train them ourselves—using our own 3 years of building experience as the curriculum.

01
3 Years of Production
Learn from Growth Loops Technology's real client projects and production experience.
02
Agency Engineers
Learn from engineers who actively build AI systems for clients, not teachers.
03
Production Patterns
The wins, the failures, and the patterns that actually work in production.
Open Source

Projects From Growth Loops Labs

Battle-tested utilities and starters we use in production. Contributions welcome.

GiftsFlow

GiftsFlow is a smart gift finder that helps you find the perfect gift for your loved ones.

TypeScriptNext.jsVercel AI SDKShadcn/UI
View on GitHub
From the Lab

Curriculum Built From Production Experience

Every module teaches patterns and lessons learned from real Growth Loops Technology projects—the same insights our engineers gained building for clients.

Decision-Making AI

ExecMind

Learn multi-agent orchestration from our experience building complex decision-making systems with LangGraph and VoltAgent.

LangGraphVoltAgentVercel AI SDK
Explore module
AI Pages

Tchatt

Master conversational interfaces from our work on interactive AI-powered marketing pages.

Next.jsLangChain
Explore module
Vision AI

Dronetjek

Understand computer vision pipelines from real structural analysis work.

Vision AITensorFlow
Explore module
Enterprise SaaS

BOS

Learn enterprise architecture patterns from building scalable B2B systems with MERN and RBAC.

MERN StackRBACMulti-tenancy
Explore module

The Production Stack

Vercel AI SDK
LangGraph
VoltAgent
LangChain
Next.js
React
TypeScript
Tailwind CSS
Node.js
Express
MongoDB
Vision AI
TensorFlow
OpenAI
Vercel AI SDK
LangGraph
VoltAgent
LangChain
Next.js
React
TypeScript
Tailwind CSS
Node.js
Express
MongoDB
Vision AI
TensorFlow
OpenAI
OpenAI
TensorFlow
Vision AI
MongoDB
Express
Node.js
Tailwind CSS
TypeScript
React
Next.js
LangChain
VoltAgent
LangGraph
Vercel AI SDK
OpenAI
TensorFlow
Vision AI
MongoDB
Express
Node.js
Tailwind CSS
TypeScript
React
Next.js
LangChain
VoltAgent
LangGraph
Vercel AI SDK
Cohort 1.0 — Limited Seats

Are You Academy Material?

Cohort 1.0 is for builders who want to understand how production AI actually works. We're looking for people ready to learn from real experience, not tutorials.

This Is For You If...

You've built something before

Side projects, work experience, or contributions—you have code to show.

You're ready to go deep

This isn't a surface-level overview. We dig into production complexity.

You want to ship, not just learn

Learning is the byproduct of building. You're here to create.

You can handle ambiguity

Production is messy. You're comfortable figuring things out.

This Isn't For You If...

Looking for a beginner-friendly introduction to coding

Want pre-packaged solutions without understanding the 'why'

Prefer passive learning over active building

Still here? Good. That curiosity is exactly what we're looking for. The best engineers aren't the ones who know everything—they're the ones who keep digging.

The Academy Path

From application to shipping—here's how we turn builders into production-ready engineers.

Step 1

APPLY

Submit your GitHub profile or professional summary. Tell us what you've built and why you want to learn from production experience.

Step 2

LEARN

Dive into modules built from real project learnings. Understand the patterns, pitfalls, and solutions from actual production work.

Step 3

BUILD

Apply what you learn by building projects that mirror production complexity. No toy apps—real architectures, real challenges.

Step 4

SHIP

Graduate with portfolio pieces that demonstrate production-level thinking. You'll understand not just the 'how', but the 'why'.

The Stack

Production-Grade Technologies

Learn the same tools we use to build AI systems for clients. No outdated tech—only what's shipping in production today.

Vercel AI SDK

Build streaming AI interfaces with the industry standard

LangGraph

Orchestrate complex multi-agent AI workflows

VoltAgent

Production-grade agent framework for autonomous systems

MERN + RBAC

Enterprise architecture with proper security patterns

Frequently Asked Questions

Everything you need to know about Growth Loops Labs. Still have questions? Reach out—we read every message.

Cohort 1.0

Apply for the Cohort 1.0

Show us what you've built. We want to see your code or hear your story.

We'll review your repositories, contributions, and activity.

We review every application personally. Expect to hear back within a week.