AI Agent Workflow

AI Content Engine

AI Content Engine is an automation-focused web system that orchestrates chained prompts and agent-like steps to speed up repetitive content production.

Website: https://ai-content-engine-beryl.vercel.app/

GitHub: https://github.com/SawSimonLinn/ai-content-engine

Workflow Architecture

Prompt Engineering

Automation System Design

Full-Stack Development

Timeline

MVP build

Challenge

Manual content production across platforms was repetitive, time-consuming, and difficult to scale consistently.

Solution

We built a workflow orchestration system with prompt chaining that generates content assets end-to-end, inspired by AutoGPT-style multi-step automation thinking.

Tech Stack

Next.js
TypeScript
AI Agents
Prompt Chaining
Workflow Automation

Outcomes

Automated repetitive multi-platform content creation tasks
Generated scripts, captions, hashtags, and content plans in sequence
Demonstrated system-level orchestration and agent workflow design
Reduced manual effort and turnaround time for content operations