Architecture & Folder Refactor
We re-organise the project around clear domains and layers — controllers, services, repositories, jobs. New devs onboard in days, not months.
Vibe Coding Cleanup Services
Vibe Coding Cleanup Specialist –
Vibe Coding Cleanup Specialist –
Clean Code, Fast Growth
AI wrote the first 80%. Now it crashes under real users, the database can't scale, and nobody — not even the original developer — can read the code. Triple Minds is the Vibe Coding Cleanup Company startups call when shipping fast catches up with them. We turn AI-generated and rushed codebases into production-grade systems that survive traffic, audits, and the next investor review.
- 120+ Codebases Cleaned
- 48 hrs Audit Turnaround
- 92% Rebuild Avoided
CRITICAL
SQL Injection Found
/api/users/:id — string-concat query, unfiltered input.
REFACTOR
Duplicate Auth Logic
Same JWT verify copied across 14 routes. One source-of-truth needed.
FIXED
N+1 Query Killed
Listing endpoint dropped from 4.2s → 180ms after eager-loading.
Trusted by founders cleaning up vibe-coded products
The Hidden Cost of Vibe Coding
What AI Built Fast, Production Breaks Faster
Vibe coding ships an MVP in a weekend. It rarely ships software that survives the second month. Here's what we find in almost every codebase founders bring us.
Messy Folder Structure
No clear separation of concerns. utils/ with 80 files. Components living next to migrations. Nothing is findable.
Duplicate Logic
The same auth check, validation, or formatter copy-pasted across 10+ files. Change one — break nine.
Poor Database Design
No indexes. Wrong data types. JSON blobs where relations belong. Reads slow exponentially as data grows.
Security Risks
Hardcoded keys, missing input validation, exposed admin routes, no rate limiting. One scan and it's game over.
Performance Issues
N+1 queries, unbounded loops, no caching, render-blocking assets. Feels fine at 10 users — dies at 1,000.
Broken API Architecture
No versioning. REST and ad-hoc endpoints mixed. Inconsistent response shapes. Frontend pays the tax forever.
Naming Inconsistencies
userId in one file, user_id in another, uid in a third. New devs spend weeks just decoding intent.
Weak Scalability
Monolith with global state, in-memory sessions, no queue. Vertical-only. The first viral moment is the last.
Missing Documentation
No README. No API docs. No env example. The "how it runs" lives only in the original developer's head — and they've moved on.
Poor DevOps Setup
Manual SSH deploys. No CI. Production = laptop. Logs lost on restart. Outages caught only when customers tweet.
Who Hires a Vibe Coding Cleanup Specialist
If Any of This Sounds Familiar — You're In the Right Place
These are the four founder stories we hear every single week. If you recognise yours below, the rest of this page is for you.
01
The Startup With a Badly Built MVP
Shipped in 6 weeks with an AI co-pilot. Got first paying users. Now feature work takes 4× longer than it should, the team is scared to touch anything, and the next round of investors is asking technical questions you can't answer.
MVP → Production
02
The AI SaaS Rushed to Launch
You raced a competitor to market and won. The product works — but the OpenAI calls aren't cached, prompts are duplicated everywhere, the rate-limiting is "we'll add it later", and your bill is climbing faster than your MRR.
AI SaaS Hardening
03
The Marketplace That Crashes Under Traffic
Worked great with 100 users. A press hit, an ads campaign, or a viral post pushed you to 10,000 — and the homepage timed out. The DB is the bottleneck. Or maybe the API. Or both. You can't tell because there's no monitoring.
Scale & Reliability
04
The Clone App That Needs Enterprise-Level Polish
You bought or built a clone of a well-known product. It works. But the code is a tangle, payments fail in edge cases, the admin panel is barely usable, and you need it audit-ready for a B2B contract that ships next quarter.
Clone → EnterpriseDon't rebuild from scratch — clean it up.
Get a free 30-minute code audit. We'll tell you exactly what's broken, what's salvageable, and what it'll cost to fix.
Vibe Coding Cleanup Services
What a Vibe Coding Cleanup Developer Actually Does
Every cleanup engagement is scoped to your code. These are the ten cleanup tracks we pull from — most projects need four to seven of them.
Duplicate-Logic Elimination
We extract repeated auth, validation, and business rules into single sources of truth. One change updates everything that should have been one thing all along.
Database Redesign & Migration
Schema review, normalisation, indexes, foreign keys, type fixes. Zero-downtime migrations. Reads stop getting slower as you grow.
Security Hardening & Audit
OWASP-grade audit. We patch SQL injection, XSS, CSRF, IDOR, hardcoded secrets, missing rate limits, exposed admin endpoints.
Performance Optimisation
N+1 fixes, caching layer, query optimisation, frontend bundle slimming, image & asset pipeline. Real measured wins, not vibes.
API Rebuild & Versioning
Consistent REST or GraphQL contracts, versioning, error shapes, OpenAPI docs. Frontend stops fighting the backend.
Naming & Code Style Pass
Project-wide rename to a single convention. ESLint / Prettier / Black config locked. New PRs auto-format. The codebase stops feeling like five different developers.
Scalability Re-architecture
Stateless services, queues, background workers, read replicas, CDN, multi-region readiness. From "1k users dies" to "1M users yawns".
Documentation & Onboarding
README, env example, architecture diagram, ADRs, runbooks, API docs. Future-you stops paying onboarding tax forever.
DevOps, CI/CD & Monitoring
Dockerised builds, GitHub Actions / GitLab CI, staged deploys, Sentry, Grafana, log aggregation. You see incidents before customers do.
The Triple Minds Cleanup Process
Six Steps From Mess to Maintainable
We don't do "rewrite it all" theatrics. We follow a measurable, sprint-based playbook that a Vibe Coding Coder built carelessly — and a Vibe Coding Cleanup Specialist undoes deliberately.
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01
Free 30-min audit call
Day 0You share access. We listen, look around, and qualify the engagement. No NDAs to lose your time on — we sign whatever you need.
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02
Deep code & infra audit
Days 1–5We run static analysis, security scanners, performance probes, schema reviews. You get a written report with severity, effort, and ROI per finding.
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03
Cleanup roadmap & pricing
Day 6A prioritised plan: critical security & data risk first, then performance, then DX. Fixed-price quote per phase. You approve only what you want.
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04
Sprint-based execution
Weeks 2–N1–2 week sprints with daily updates. Every change is in a PR. Every PR has tests. Nothing merges without your sign-off if you want it that way.
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05
Migration & verification
Final 2 weeksZero-downtime DB migrations, blue/green deploys, load testing on staging. We prove the fix is real with numbers, not promises.
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06
Handover, docs & DevOps
Wrap-upCI/CD live. Monitoring & alerts wired up. Architecture diagram, runbooks, README, API docs. Your team owns it cleanly when we leave.
Stacks We Clean Up
Whatever Your Vibe Coder Used — We've Cleaned It Before
AI-generated code spans every modern framework. Our Vibe Coding Cleanup Developers work fluently across all of these.
Frontend
- React
- Next.js
- Vue
- Nuxt
- Svelte
- Astro
- React Native
- Flutter
Backend
- Node.js
- Express
- NestJS
- Python
- Django
- FastAPI
- Laravel
- Ruby on Rails
- Go
Databases
- PostgreSQL
- MySQL
- MongoDB
- Redis
- Supabase
- Firebase
- Prisma
- Drizzle
AI / LLM
- OpenAI
- Anthropic Claude
- LangChain
- LlamaIndex
- Pinecone
- Weaviate
- Vector DBs
- RAG pipelines
Cloud / DevOps
- AWS
- GCP
- Azure
- Vercel
- Netlify
- Docker
- Kubernetes
- GitHub Actions
- Terraform
No-Code Escapes
- Bubble
- Webflow + custom
- Wix Velo
- Lovable
- Bolt
- v0
- Cursor exports
- Replit Agents
Send us your repo. We'll tell you what 6 weeks of cleanup looks like.
Fixed-price quote within 24 hours. NDA on request. No commitment until you say go.
Cleanup vs Rebuild
Why Cleanup Beats a Full Rewrite Every Time
Most agencies will tell you to throw the codebase away and start over — because a rewrite bills more. Here’s the actual math, side by side.
| Recommended Cleanup with Triple Minds | Full Rebuild | |
|---|---|---|
| Typical cost | $4K – $8K | $40K – $150K+ |
| Time to live | 10 – 25 days maximum | 4 – 9 months |
| Existing customers | Stay on the live product | Frozen on legacy or churn |
| Live data & history | Preserved (zero-downtime migration) | Re-imported, often partial |
| Business logic bugs | Already fixed — we keep them fixed | Re-introduced from scratch |
| Risk of regression | Low (PR-level changes, full tests) | High (entire surface re-implemented) |
| Investor narrative | “We hardened it” | “We started over” — red flag |
| Team morale | Familiar codebase, faster shipping | 6 months of catch-up + low velocity |
| Engineering ownership | You own the cleaned-up code | You own a brand-new black box |
| When it makes sense | ~92% of vibe-coded projects | Only when the stack itself is wrong |
Numbers based on Triple Minds engagements 2024–2026. A rewrite still wins in narrow cases (broken framework choice, fundamental architecture mismatch). The audit tells you which camp you’re in — in 5 days, for $499.
Before vs After
What Cleanup Actually Delivers
Real numbers from recent engagements (NDA-friendly aggregates). Your mileage will be your mileage — but this is the shape of the win.
Onboarding a new dev
Before2–4 weeks of "ask the original dev"
After2 days from clone to first PR
API response time (p95)
Before1.8s – 4.2s under modest load
After120ms – 380ms with caching
Database query count / req
Before40+ from N+1 explosions
After2–5 with eager loading + indexes
Security findings (high)
Before8–15 critical issues per audit
After0 high · 0 critical post-fix
Deploy time
Before30 min manual SSH, often broken
After4 min on push, fully automated
Cost to add a feature
Before10–14 days, scope keeps expanding
After2–4 days, scope locks at design
Production incidents / mo
Before5–9 customer-found
After0–1 self-detected, alerted first
Vibe Coding Cleanup Pricing
Fixed-Price Cleanup. No Hourly Surprise Bills.
Three transparent tiers. Each one starts with the audit so you only pay for cleanup you actually need.
Cleanup Audit
For founders who need to know what's actually broken before committing.
$499
one-time · 5 days
- Static + security + perf scan
- Schema & API review
- Written report with severity
- 30-min walkthrough call
- Fixed-price cleanup quote
Standard Cleanup
For MVPs & AI SaaS that work today but won't survive growth.
$4K – $8K
2–4 weeks
- Everything in Audit
- Architecture & folder refactor
- Security & perf hardening
- DB redesign + zero-downtime migration
- API rebuild + OpenAPI docs
- CI/CD + monitoring + Sentry
- Full handover docs
Enterprise Cleanup
For marketplaces, clones & products preparing for B2B/audit-grade clients.
$20K+
8–16 weeks
- Everything in Standard
- Multi-region scalability re-architecture
- Queue + worker infra (BullMQ / SQS)
- Read replicas, sharding, caching
- SOC2-friendly logging & access control
- Load testing + capacity plan
- 3-month post-launch support
Why Triple Minds
Not Just Another Agency. A Vibe Coding Cleanup Company.
Most agencies want to throw your code away and rebuild — because rebuilds bill more. We bill less and ship faster, because cleanup is what we actually specialise in.
Cleanup-First, Not Rebuild-First
We salvage what works and fix what doesn't. 92% of our engagements avoid a full rewrite. You keep your velocity, your data, and your sanity.
AI-Code-Native Specialists
Our team has cleaned up output from Cursor, Copilot, v0, Bolt, Lovable, Claude, and ChatGPT. We know exactly where each tool cuts corners — and how to fix them.
Fixed Price, Sprint-Based
No hourly billing roulette. You see scope, price, and timeline up front. Each sprint ships a measurable improvement you can verify before the next one starts.
Security & Compliance Ready
OWASP-grade audit. SOC2-friendly patterns. PII handling, audit logs, access control — built in, not bolted on. Helps you close enterprise contracts.
Production Numbers, Not Promises
We prove fixes with load tests, query plans, and Sentry dashboards. You don't take our word for it — you watch the graphs flatten.
You Own Everything
Code, infra, secrets, docs — all yours from day one. No platform lock-in. No "managed hosting" handcuffs. Hand off to your in-house team whenever you want.
Meet Your Cleanup Consultants
Senior Consultants on Every Engagement
Cleanup is not just an engineering job — it’s a business decision with technical consequences. Our senior consultants partner on every engagement so the fix actually translates into faster shipping and visible growth.
Ashish Pandey
Vibe Coding Cleanup Specialist
Code Architecture Audits · Performance Engineering · Database Optimisation · API Design · Production Hardening
Has audited and cleaned up 40+ AI-built and rushed codebases across SaaS, marketplaces and clone apps. Specialises in turning fragile MVPs into systems that survive real traffic — query optimisation, caching strategy, and the architecture decisions that don't show up in the demo but break under a thousand concurrent users.
View profileParminder Saini
Vibe Coding Cleanup Specialist
Cleanup Engagement Lead · SaaS Hardening · Product Strategy · Investor-Ready Architecture · Fixed-Price Delivery
Triple Minds founder. Leads vibe-coding cleanup engagements end-to-end — from the first 30-minute audit call to the final handover. Has helped founders take vibe-coded MVPs from "we got lucky" to investor-ready in 2–4 weeks. Pragmatic, fixed-price, no rebuild unless you genuinely have to.
View profilePlus a 12-engineer cleanup squad (full-stack, DevOps, security, QA) sized to your project.
Stop apologising for your codebase.
Triple Minds takes vibe-coded products from "we got lucky" to "we're production". Talk to a Vibe Coding Cleanup Specialist now.
Recent Cleanups
Three Cleanups, Three Outcomes
Aggregated, NDA-friendly snapshots of recent engagements.
From $11K/mo OpenAI burn to $1.8K — same product
Founder shipped an AI writing tool in 5 weeks with Cursor. We added prompt caching, request deduplication, model routing (Haiku for cheap, Sonnet for hard), and streaming. Costs dropped 84%. P95 latency dropped 3.2× as a side effect.
- −84%API cost
- 3.2×Faster p95
- 6 wkTotal time
Stopped crashing at 2k concurrent users → handles 50k
Bolt-built marketplace for niche B2B. We re-architected with Postgres read replicas, Redis caching, BullMQ for emails, and CDN for media. Added k6 load tests in CI so the next viral moment is not a fire drill.
- 25×Capacity
- 0Outages since
- 9 wkTotal time
Took a $50 clone to a $4M ARR enterprise product
Founder bought a Candy AI / DreamGF-style clone. We rewrote the payment flow (zero failed renewals since), added per-tenant data isolation, hardened content moderation, and shipped SSO. Closed three enterprise customers within 3 months of relaunch.
- 0Failed renewals
- 3Enterprise deals
- 12 wkTotal time
Frequently Asked Questions
Vibe Coding Cleanup — Answered
What is "vibe coding" and why does it need a cleanup?
Vibe coding is shipping software fast by leaning heavily on AI co-pilots — Cursor, Copilot, v0, Bolt, Lovable, Claude — without a senior engineer reviewing the architecture. It produces working MVPs but leaves messy folders, duplicate logic, weak databases, and security gaps. A Vibe Coding Cleanup Specialist fixes those issues before they become outages, breaches, or bills you can't afford.
Are Vibe Coding Cleanup Services the same as a rewrite?
No — and that's the point. A rewrite throws away your working product, takes 6+ months, and re-introduces every business-logic bug you already fixed. Cleanup keeps your product running, refactors module-by-module, and ships measurable improvements every sprint. About 92% of our engagements never need a full rewrite.
How much does a vibe coding cleanup cost?
A Cleanup Audit is $499 (5 days, written report). Standard Cleanup engagements run $4K–$15K over 4–8 weeks. Enterprise Cleanups (marketplaces, clones, audit-prep) start at $20K and run 8–16 weeks. All fixed-price, scoped after the audit so you only pay for cleanup that actually moves the needle.
Do you sign NDAs and work on private repos?
Yes. We sign whatever NDA you have. We work in your private GitHub / GitLab / Bitbucket org, on a branch we own, with reviewers you control. You can revoke access at any time.
What stacks do your Vibe Coding Cleanup Developers cover?
React, Next.js, Vue, Nuxt, Svelte, React Native, Flutter on the frontend. Node, Python (Django / FastAPI), Laravel, Rails, Go on the backend. Postgres, MySQL, MongoDB, Supabase, Firebase. AWS, GCP, Vercel, Docker, Kubernetes. Plus AI/LLM stacks — OpenAI, Anthropic Claude, LangChain, vector DBs. If your AI tool produced it, we've cleaned it.
Can you clean up code from Cursor, Bolt, v0, Lovable, or Replit Agents?
Yes — those are most of our engagements. Each AI codegen tool has its own failure pattern (over-abstracted services, missing error handling, hardcoded secrets, no validation). Our team knows the signature of each one, which is why we move faster than a generalist agency.
How fast can you start?
Audits typically start within 48 hours of the kickoff call. Cleanup sprints begin within 1–2 weeks of audit sign-off, depending on access provisioning and scope agreement.
Will you train my in-house team during the cleanup?
Yes. Pairing sessions, PR walkthroughs, and an architecture handover are included by default. We document everything in your repo (READMEs, ADRs, runbooks) so your team owns it cleanly the day we leave.
What if my project is in production and I can't afford downtime?
Every cleanup runs against a staging branch first. Database migrations are zero-downtime by default (additive columns, dual-writes, backfill, cutover). Deploys are blue/green. We don't bring production down.
Why hire Triple Minds instead of a freelance Vibe Coder?
A freelance Vibe Coding Coder will keep shipping — fast and messy. A Vibe Coding Cleanup Company exists to undo exactly that pattern. Triple Minds brings a 6-step audited process, a senior team, fixed pricing, and 120+ cleanups behind us. You get measurable improvements, not more vibes.
Triple Minds — Vibe Coding Cleanup Company
Your codebase isn't broken. It's just unfinished.
Your codebase isn't broken. It's just unfinished.
Let's finish it.
Send us your repo. In 48 hours we'll tell you exactly what to fix, in what order, and at what fixed price. No commitment. No sales pressure. Just answers.