GrowthForge
- AI Writing Assistant for Founders
Project Case Study
Overview
Client
Internal Product by Lumina AI Studio
Type
AI-Powered Content Assistant
Audience
Solo founders, indie hackers, technical creators
Goal
Help founders publish high-quality content consistently, without spending hours writing.
The Challenge
Solo entrepreneurs know the value of content marketing, but…
They don’t have time to write blog posts every week.
Hiring a writer is expensive and slow.
AI tools exist, but generic outputs don’t match their niche or tone.
How might we build an assistant that feels like a cofounder who understands the business and writes like them
The Solution: GrowthForge
We designed and built an AI content assistant tailored for solo tech founders and indie makers that helps them write blog posts that reflect their product & tone
Key Features & Tech Stack
Blog Generator
Trained on previous blog content and business info. Outputs SEO-friendly, niche-relevant articles.
Content Memory & Insights
Stores user inputs and content history using vector search. Learns from what worked.
Technologies Used
- OpenAI GPT-4 + Function Calling
- LangChain.js for custom workflows
- MongoDB Atlas + Vector Search
- Vue 3 frontend
- Node.js + Express backend
- Redis + BullMQ for job queues
- AWS S3 for asset storage
AI System Design
Dynamic Prompting
Prompts are tailored to user preferences and business tone.
Context Injection
Includes summaries of past content and niche details.
Multi-Step Workflows
Content drafts → summary → CTA suggestions → tone/style polish.
Outcome
5x content production speed vs manual writing
Personalized outputs that don’t sound generic
Why This Matters
GrowthForge shows how AI assistants can go beyond ChatGPT - with personalization, memory, and real workflows. This is what we do at Lumina AI Studio:
Build intelligent tools that are useful, usable, and uniquely yours.