Professional
Spark Cafe Management
ManagementFull-stackAI-assisted
Overview
A complete management system built for a small cafe business on a limited budget. This project became a significant learning ground for AI-assisted development — using coding agents, MCP workflows, and prompt engineering to maximize output efficiency.
Target
Small business owners who need a custom management system without enterprise-level budgets.
Mission
Deliver a fully functional business management tool as efficiently as possible, using AI tools to bridge the gap between budget constraints and quality output.
Challenges
- Delivering comprehensive functionality within a tight budget and timeline
- Learning to manage AI agent context effectively across complex tasks
- Balancing automation with maintaining code quality and architectural decisions
What I Learned
Effective use of AI coding agents in real production workflows
Context engineering and prompt design for complex development tasks
MCP workflow design and AI cost optimization strategies
Human-AI collaboration patterns in software development
Technologies
LaravelVue 3MySQL