Aurora DSQL
Projects, access patterns, schema versions, recommendation lineage.
H0 Hackathon Track 2
ProdTwin Zero
Design your backend before production breaks it. Turn app ideas into access patterns, AWS Database architecture, workload simulations, hot-partition analysis, and launch reports.
Access-pattern-first design
AWS Database simulation
Production report export
Hybrid recommendation
Aurora DSQL + DynamoDB
Seed scenario
Global Trivia Game
Bad-key score
43 / 100
Sharded-key score
86 / 100
The demo moment is the database decision.
ProdTwin Zero models why a single leaderboard or game partition fails, then exports the Aurora schema, DynamoDB key design, and Next.js route code needed to fix it.
DynamoDB
Telemetry events, hot-key metrics, workload replay, risk samples.
Vercel
App Router interface, route handlers, export center, demo workspace.