Pre-Production Educational Platform Architecture
Initial build + ongoing pre-production development
Full-Stack Architect & Solo Developer for the initial platform build, including architecture, database design, product workflows, assessment engine, session-control logic, and deployment pipeline.
Evolution from an initial MVP into a structured educational platform architecture prepared for QA and production validation.

Technical Challenge
Design an educational platform with live broadcasting support, structured exam flows, reliable data handling, and session-control workflows before production QA.
Technical Diagnosis
The product required a clean architecture for exam sessions, student activity, credential-sharing protection, data persistence, and future load-testing validation before public launch.
Execution Plan
Phase 1: Build core product flows and multi-role panels with Next.js and Supabase. Phase 2: Develop the assessment engine and session-control workflows. Phase 3: Prepare QA scenarios for high-concurrency simulation. Phase 4: Document technical risks before production launch.
Architecture Decisions
Next.js for product interface and application structure. Supabase for authentication, database and backend services. Session-control workflows to reduce credential sharing risk. Pre-production QA path for performance and reliability validation.
“The platform is currently in a pre-production state. The session-control logic and database structure establish a technical foundation for educational workflows, credential-sharing protection, and QA validation before launch.”
— Project NoteHow Metrics Were Calculated
Load-testing plan prepared; production validation pending.
Project Status
Pre-QAProduction validation pending ahead of launch.
Core Stack
Business Impact
Saber500 is an educational platform architecture designed for structured exam workflows, student activity, credential-sharing protection, and future high-concurrency validation before official launch.
