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Fix Your Cursor-Built App

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AI-assisted coding is fast until the codebase fights back. We recover the architecture under the generated code, add the tests that let you change things safely, and set up the guardrails that make Cursor faster, not riskier.

process

Goals, then deterministic code

AI is a compiler, not a runtime - but a compiler needs a goal to hill-climb against, or generated code drifts into slop. We define the architecture and quality bar for your codebase, then bring the accumulated AI output up to it: deterministic, tested code that behaves the same way every time.

Codebase Audit & Triage

We map what is actually there: duplicated patterns, dead code, security gaps, missing validation, and the load-bearing files nobody dares touch. You get a prioritized plan ranked by business impact - what is dangerous, what is expensive, and what can wait.

- Audited a vibe coded SaaS app and found 23 critical security vulnerabilities before it went to production

Architecture Recovery

We consolidate the five versions of everything into one, restructure modules around clear boundaries, and add tests that pin down real behavior before changing it. Your team keeps shipping the whole time - no freeze, no rewrite.

- Refactored a 40K-line vibe coded app in 3 weeks - zero downtime, all existing features preserved

Guardrails for AI Coding

We set up what keeps the codebase clean as you keep generating: linting and CI that block drift, rules files that teach the AI your conventions, test suites that catch regressions, and review practices sized for AI-speed development.

Ready to tame your codebase?

Get a free code health assessment and a prioritized remediation plan within 24 hours.

Free consultation

Fixed-price audit from $1,400 - report from 3 days, depending on codebase size.

FAQ

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our technology stack_

OpenAI
Anthropic Claude
n8n
Python
LangChain
TypeScript
Next.js
Supabase
Docker
Vercel
Digital Ocean
Prisma
tRPC
Remix
Svelte
Tailwind CSS
Docker
Vercel
Digital Ocean
Prisma
tRPC
Remix
Svelte
Tailwind CSS