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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