01
AI code & architecture audit
A direct repository review covering component structure, unhandled exceptions, database schema flaws, and API security risks.
AI APP RESCUE & MVP DELIVERY
Your AI app isn’t working?
We rebuild what breaks.
Prompt-built apps from Lovable, Bolt, v0, or Cursor look sharp until real users log in. We audit the repo, fix auth and database bottlenecks, and ship an app you can actually charge for.
Lovable, Bolt & Cursor repos Supabase, Next.js & Postgres Broken auth & edge functions Stripe & third-party webhooks
GOOD COMPANY. BUILT ON REAL RELATIONSHIPS.
01 CHOOSE THE RIGHT NEXT STEP
AI app rescue & code audit
structured around what your build needs.
Not every project needs a full rewrite. We inspect your current repository, isolate the failure points, and scope the fastest route to a stable deployment.
02
Critical workflow repair
For prototypes stuck on broken login states, failing background tasks, payment drops, or slow database queries.
03
Full MVP hardening & launch
For founders with a validated prototype ready for market. We clean up bloated AI code, set up CI/CD, and hand over a maintainable codebase.
02 WHERE AI CODE BREAKS DOWN
Where "vibe coding" hits a wall
in production environments.
AI tools write code fast, but they can't anticipate production conditions. Real apps need rock-solid authorization, predictable state transitions, clean database indexes, and deterministic error handling.
See real-world product workMonolithic, unmaintainable components
AI prompt tools frequently cram 2,500 lines of state and markup into single files. When you ask for one minor change, the model hallucinates and breaks two others.
Exposed secrets & zero backend security
Client bundles often leak private API keys, while database tables lack Row Level Security (RLS), leaving sensitive customer records exposed to any caller.
Ghost states & infinite re-renders
Brittle useEffect hooks, unmemoized calculations, and missing loading states create stuttering interfaces that freeze on mobile browsers.
Failing webhooks & dropped transactions
Stripe checkouts redirect without saving orders, OAuth callbacks desync, and background jobs die quietly without alerting your team.
03 PROVEN PRODUCT PROOF
Production systems we've shipped
engineered for daily operations.
The point isn't to ship more screens. It's to give your team, operators, and paying customers an application that works reliably every single day.
CRM & DISPATCH SYSTEM
PracticPro
Replaced fragmented third-party scripts with a unified full-stack platform managing live technician dispatch, automated invoicing, customer histories, and multi-tenant permissions.
Visit live productHIGH-INTENT CLIENT PORTAL
LA Construction Compliance
Engineered a fast, accessible web portal designed to convert commercial contractors through verified licensing proof, structured intake forms, and sub-second page performance.
Visit live productCUSTOM WORKFLOW APPLICATION
BridgePro
Built a connected procurement and operations platform that replaced fragile spreadsheets and manual data entry with reliable database synchronization.
Explore our work04 BEFORE WE START
Frequently asked questions
about AI app rescue & refactoring.
Got questions about code access, tech stacks, or project timelines? Here is how our build review and rescue process works. Explore our full custom software development and business software solutions for larger systems.
Can you fix an app built with Lovable, Bolt, Cursor, or Replit?
Yes. We regularly clone repositories created in prompt-based tools, isolate the architectural flaws, and refactor them into clean Next.js, React, or Python applications.
Why can't I just ask the AI prompt generator to fix the bug?
LLMs struggle with whole-repo context once your app grows beyond a couple of screens. When you prompt an AI to fix a complex state or database bug, it often patches one symptom while introducing silent regressions elsewhere. Our senior developers diagnose the root cause across your entire codebase.
Can you turn our prototype into a SaaS product with billing and auth?
Yes. We connect enterprise-grade authentication (Supabase, Clerk, Auth0), configure verified Stripe subscriptions with webhook handling, and implement database Row Level Security (RLS) so your user data stays isolated.
Who owns the code, intellectual property, and deployment keys?
You own 100% of your code, repository, hosting infrastructure, and customer data. We deploy directly to your Vercel, Supabase, or AWS accounts with clear documentation on how everything works.
Do you rebuild from scratch or salvage what exists?
We never push for an expensive rewrite if the core code is salvageable. During our initial audit, we evaluate your frontend components, data models, and API endpoints, saving what works and rewriting only what is fragile.
05 START WITH WHAT YOU HAVE
Bring us the repository.
We’ll show you what needs fixing.
Send over your GitHub repo, Lovable/Bolt link, or staging URL. We'll take a look under the hood, identify where the workflow breaks, and give you an honest appraisal with zero sales fluff.
Direct code review.
No sales fluff. Practical engineering.
No sales fluff. Practical engineering.