Sandbox — Castles Crumble. Fix Them First.

Most tools tell you your code has bugs. Sandbox shows you exactly how your system collapses under real-world production load — before a single user is affected. Sandbox is a retro pixel beach-themed deployment risk simulation engine powered by IBM WatsonX AI. Upload any project as a ZIP, and within seconds, Sandbox maps your system architecture, calculates a 0–100 risk score, and generates a cinematic Failure Replay — a step-by-step animated timeline showing when your auth service buckles, when your database connections max out, and when the cascade begins. Unlike static analyzers like SonarQube or Snyk, Sandbox doesn't just flag issues — it simulates the sequence of failure, gives you a live damage meter tracking system integrity, and delivers actionable AI recommendations to fix vulnerabilities before deployment. Built in just 12 hours using IBM Bob as an AI engineering partner — a 70% reduction from the estimated 40–50 hour build — Sandbox demonstrates how AI-assisted development enables developers to ship production-quality software faster and smarter. IBM Bob generated all 8 React components, architected the state management system, implemented the WatsonX integration, and solved complex hydration and animation challenges. Key features include an interactive React Flow system map with risk-colored nodes, physics-based particle effects on upload, Framer Motion animations throughout, and a full demo mode that works without any API keys. Sandbox is built for developers, DevOps teams, and QA engineers who need to move fast without breaking things — and for anyone who wants to see their system stress-tested before the world does. Drop your system. Watch it break. Ship it fixed.