[Maeumjigi Capstone Dev Log #23] Dual-Layer Safety Wrapper, AWS EC2 GPU Budgeting & Semester 1 Defense
· 4 min read

June 18, 2026, marks the triumphant completion of the 1st semester of our university capstone engineering project. From our humble beginnings as a simple Android convention scraper in March, Maeumjigi has evolved into a full-scale, clinical-grade AI mental health counseling ecosystem.
Our final sprint focused on two mission-critical objectives:
- The Dual-Layer Safety Wrapper: Engineering a bulletproof guardrail architecture to guarantee zero-hallucination crisis intervention.
- Production Cloud Serving & Final Defense: Sizing AWS EC2 GPU infrastructure budgets and delivering our final faculty presentation.
