Overview
LoomAI is a multi-agent SaaS platform designed from scratch to automate social media operations for small and medium businesses. It integrates content generation, post scheduling, comment management, and email replies into a single workflow.
Key Features
- Multi-platform publishing: One-click automated posts and reels for Facebook, Instagram, and LinkedIn
- AI content engine: Unified production layer generating text, image, and video content in a single workflow
- Context-aware comment agent: Autonomous agent that analyzes post content and produces natural, contextually relevant replies
- Personalized email assistant: Agent writing automated replies to customer emails in formal or casual tones
- Multi-account management: Managing multiple social media accounts from a single dashboard
Technical Architecture
The agent graph orchestrated with LangGraph consists of nodes including content generator, image generator, post scheduler, comment observer, and email assistant. Each agent operates as its own state machine while the main graph manages transitions and human-in-the-loop approvals.
The backend is split into FastAPI and Node.js microservices. Meta Graph API and LinkedIn API integrations provide write access to social media accounts. The frontend is built with Next.js.
My Responsibilities
I single-handedly took on the entire project from architecture to deployment: backend, frontend, AI orchestration, third-party API integrations, and deployment included.