Built Your App With AI and Hit a Wall?
We Fix It. Stabilize It. And Scale It.
You got your MVP 80% of the way there using Cursor, Lovable, v0, or Replit — but now authentication is breaking, database queries are choking, the AI is hallucinating, and it can't handle real users. We step in with senior engineering discipline to turn your prototype into an enterprise-ready product.
Sound Familiar? Where AI Tools Leave You Stranded
AI code generators are fantastic for rapid prototypes, but lack holistic architectural vision. Here are the 4 failure modes we fix every week:
Auth & Permissions Traps
Users can view other users' records, JWT tokens leak into local storage, password resets fail silently, and row-level security is completely misconfigured.
2,000-Line Spaghetti Files
The AI jammed state management, API queries, business logic, and UI styling into massive monolithic files. Changing one button color crashes the entire dashboard.
Database Chaos & Lockups
Missing schema migrations, zero table indexing, N+1 query explosions, and orphaned tables causing database timeouts with as few as 20 concurrent users.
Hallucinations & $5k Bills
Uncapped context windows, repeated model calls without semantic caching, and exposed API keys in client-side bundles generating massive monthly cloud bills.
From Fragile AI Prototype to Resilient Production Asset
You don't need to scrap your project and start over. In 90% of cases, we preserve your frontend UI and business flows while rebuilding the backend plumbing.
48-Hour Rapid Code & Security Audit
We clone your repository under a strict mutual NDA. Our lead engineers audit authentication flows, state management, database schema design, exposed API keys, and model integration boundaries.
Immediate Stability & Security Hotfixes
We immediately plug active security vulnerabilities, revoke and secure exposed API secrets, correct broken authentication and session states, and fix critical blocker bugs preventing user signups.
Decoupling, Hardening & Scale
We break apart monolithic 2,000-line components into clean modular architecture, normalize your database with proper migrations, implement semantic prompt caching, and set up robust CI/CD deployment pipelines.
What You Receive When We Finish
No half-baked handoffs. You receive clean, documented software that any senior developer can maintain.
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✔Completely Modularized Source Code No more 2,000-line mystery files. Code organized into typed components, custom hooks, and isolated backend services.
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✔Enforced Row-Level Tenant Isolation Database-level policies (Supabase RLS, Postgres RLS, or Firebase rules) that block cross-account access at the query layer, not just the application layer.
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✔Semantic Prompt Caching & Token Budget Caps Fast sub-second cached queries cutting monthly LLM API bills by up to 80% while shielding against unexpected traffic spikes.
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✔Automated CI/CD & One-Click Deployment Pipeline Automated build tests and staging deployments on Vercel, Google Cloud Run, or AWS with zero manual FTP uploads.
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✔100% Code & IP Ownership in Your Own GitHub You retain all rights from day one. Includes a 1-on-1 video walkthrough explaining every refactored system component.
We've Built Production Software for 14 Years
We don't dismiss AI tools — we use them ourselves. But we know exactly where AI code ends and battle-tested software engineering begins.
Since 2010 (Pre-LLM Discipline)
We built high-throughput web apps, mobile apps, and distributed cloud systems for over a decade before ChatGPT existed. We know production fundamentals.
Zero Judgment, Direct Slack Channel
We never shame founders for messy AI code. AI got you off the ground; now our senior architects join your Slack to take it across the finish line.
Commercial Predictability
Transparent milestone pricing or weekly sprint billing with live staging demos. Zero surprise invoices, zero recurring licensing royalties.
AI Code Rescue FAQ
Clear answers on how we handle your repository, timelines, pricing, and confidentiality.
Will you judge my messy AI-generated code?
Never. AI coding tools like Cursor, Lovable, and v0 are incredible for exploring ideas and getting an MVP 80% finished in days. But generative models don't think about long-term software architecture, schema normalization, or multi-tenant security. You validated your idea; we're simply here to engineer the infrastructure that lets you scale it.
Do we have to throw away our code and start from scratch?
In 90% of cases, absolutely not. We preserve your existing UI design, styling, and user flows. What we refactor is the "invisible plumbing" underneath: decoupling giant monolithic files, fixing state management, securing database queries, setting up migrations, and implementing proper schema contracts.
How fast can we get our code audited and fixed?
We can sign a mutual NDA and begin your repository audit within 24 to 48 hours. Urgent hotfixes (such as critical security vulnerabilities or broken signup flows) are typically deployed within 3 to 5 business days, followed by full decoupling and scaling sprints.
How does pricing work for AI Code Rescue?
We offer two models: Fixed-Bid Triage Milestones (ideal for scoped bug fixing, security lockdown, and initial stabilization) and Dedicated Agile Sprints (ideal for continuous feature development and full platform expansion). You will receive a clear deliverable breakdown before any work begins.
Who owns the code, design files, and intellectual property?
You own 100% of everything from day one. All commits are made directly to your private GitHub or GitLab repository, or transferred upon milestone completion. We claim zero intellectual property rights, zero platform lock-in, and zero recurring fees.
Stop Fighting Spaghetti Code. Let Senior Engineers Get You to Market.
Share your repo under mutual NDA. We'll audit your architecture, identify the fatal bugs, and give you a clear roadmap to production within 48 hours.
