Built with Cursor, Lovable, v0, Bolt, or Claude Code? We engineer the missing 20%—deployment, authentication, environment secrets, and backend architecture—without rewriting your code.
AI tools let you move 10x faster, but verified industry research proves the last 20% cannot be prompted into existence.
45% of AI-generated code snippets contain exploitable security flaws out of the box.
AI-generated code introduces 2.74x more vulnerabilities than human-written software.
2,038 critical flaws & 400+ leaked secrets found across 1,400 audited vibe-coded apps.
81% spike in code block duplication and 70% drop in refactoring causing technical debt.
You don't need a DevOps background to launch an enterprise-grade web application. We bridge the gap between AI generation and production reliability.
Never touch a terminal or debug local build scripts. We configure your automated GitHub CI/CD pipelines and deployment environments directly.
Stop leaking OpenAI and Stripe keys in client-side code. We isolate production secrets, configure .env safeguards, and prevent token drain.
Eliminate broken logins and lost user records. We harden Supabase & PostgreSQL databases with Row-Level Security (RLS) so your data persists on every deploy.
Instant HTTPS routing and zero-downtime hosting setup on Vercel, AWS, or GCP without touching server configuration files.
Master our 5-step framework, copy system prompt templates, and download the free PDF checklist.
AI makes the first 80% feel like magic, but the remaining 20%—authentication, secret protection, performance tuning, and code maintenance—demands senior infrastructure engineering.
Unauthenticated database reads, missing Row-Level Security (RLS) policies, and broken session handling turn your application data layer into an open API.
Hardcoded environment variables, frontend secret leakage, and lack of rate-limiting leave your OpenAI, Anthropic, and Stripe keys vulnerable to scraping and billing attacks.
Prototypes that run fine for 10 local testers crash at 500 concurrent users due to unindexed queries, N+1 query loops, missing connection pools, and memory leaks.
AI generators duplicate code blocks instead of refactoring modular abstractions. As your codebase grows, every new feature update silently breaks prior features.
Share your repository with us. We'll sign an NDA and dive into the code you've built with Cursor, v0, Lovable, or Bolt.
We audit security vulnerabilities, patch leaked secrets, tune database queries, and harden auth policies.
We deploy automated CI/CD pipelines, configure cloud guardrails, and deliver full architectural documentation and SOPs.
We took a prototype built to solve a family business problem and turned it into a fully automated operations hub.
View Project ArchiveHand off your Cursor, v0, Lovable, or Bolt project. In a 45-minute Architecture & Security Teardown Session, our senior infrastructure engineers will inspect your repository for exposed keys, auth gaps, and database bottlenecks—giving you a line-by-line remediation roadmap.
We will be in touch shortly to schedule your teardown session.