See how VibeProz turned an AI-coded fintech prototype into a production-ready, regulator-facing platform

Engagement Details

VibeProz was brought in by a fintech customer who had used vibe coding to build a community lending platform fast, but the resulting system wasn’t ready for real users, real money, or regulatory scrutiny. VibeProz began with a structured Production Readiness Assessment across the entire platform, then led the remediation that followed — spanning security, deployment, observability, scalability, and audit readiness. The engagement combined AI-assisted development with senior engineering oversight to move quickly without cutting corners on what a financial platform is required to get right.

Technologies:

• Docker
• Kubernetes
• Helm
• ArgoCD
• Keycloak (OAuth 2.0 / JWT)
• HashiCorp Vault
• ModSecurity + Nginx
• Prometheus
• Grafana
• RabbitMQ
• PostgreSQL
• MongoDB
• Cursor

Benefits:

• Security gaps identified and closed before any user data was at risk
• Zero-trust posture enforced across every service
• Monolith decomposed into independently scalable microservices
• Fully automated CI/CD with traceable, reversible deployments
• Real-time observability across the entire platform
• Compliance-ready audit trail for lending and financial decisions
• Full VAPT clearance before go-live
• Faster remediation through AI-assisted development with senior engineering ownership