AI Codebase Hardening & Scaling
From vibe-coded prototype to battle-tested SaaS. Lock down security, fix performance bottlenecks, and scale with confidence.
Overview & Scope
You built your MVP using AI tools like Cursor, Lovable, or Bolt. It validated your idea, but under the hood, it's held together by hope. Under real traffic, vibe-coded apps break. Row-Level Security (RLS) is often disabled, private API keys are exposed on the frontend, queries crawl without proper indexes, and prompting new features breaks your existing ones.
We audit and harden your codebase so you can launch to users and pitch investors with confidence. Our audits cover:
• Database Security: We lock down your database by configuring strict Row-Level Security (RLS) policies and moving exposed API secrets to secure environment variables.
• Performance & Scale: We find and fix query bottlenecks, add missing database indexes, optimize page load speeds, and scale your application to handle traffic spikes without crashing.
• QA Testing & CI/CD: We build a suite of automated End-to-End (E2E) tests using Playwright or Cypress and set up automated CI/CD gates to ensure new updates never break existing features.
• Clean Architecture: We refactor AI-generated spaghetti code and database structures into clean, modular Next.js and Postgres design patterns that your team can easily maintain and build on.
Best For
Founders with a validated MVP who need it secured, tested, and optimized before launching to real users or presenting to investors.
Core Technologies
Row-Level Security (RLS)Next.js / Postgres PatternsPlaywright & Cypress E2ECI/CD Gates
Ready to ship this capability for your business?
We help startups and scaling companies integrate production-grade AI systems, secure codebases, and build custom automations. Tell us what you are building.