Is my vibe-coded app secure?

Often not yet. The problems we see most in AI-built apps are database tables readable with the public key because Row Level Security is off, secret keys shipped in the frontend bundle, API routes that check who you are but not what you may do, payment webhooks that are not verified, and no rate limiting. Each one is quick to test and fix once you know to look.

Do you fix Lovable, Bolt and Cursor apps?

Yes, and apps from any other AI builder. We work in the code it produced, usually React or Next.js with Supabase or a similar backend, keep what is sound, and replace what is fragile or unsafe, so you keep your product and your data.

Do you rewrite AI-generated code from scratch?

Usually not. A rewrite throws away what already works. We fix what is broken, harden what is risky and rebuild only the parts that cannot be made safe, and tell you which is which before any work starts.

How much does it cost to fix a vibe-coded app?

There is no public price, because the work depends on the app. Scope is set on the first call with the engineer. A well-bounded rescue can be fixed price; larger work is time and materials with a not-to-exceed cap.

How quickly can you start?

Most engagements start within five business days of signing. We sign NDAs, and you own all the code we write once it is paid for.

Can I hire AI developers in India through you?

You work directly with senior engineers at our studio in India, not a sales team or a bench of juniors. We keep at least two hours of overlap with European clients and three with the US East Coast, and if we built it, we can keep running it in production.

I built a prototype in Lovable and it's buggy. Where can I find a developer to finish it?

Look for engineers who audit the code before changing it and fix surgically instead of rewriting everything or prompting the AI again. That is what InfoDive Labs does: a senior engineer reviews the app with you on a call, lists what is broken by severity, and fixes the bugs, security holes and missing pieces such as auth, payments and error logging until it is ready for real users.

We build the systems your AI demo can't.

InfoDive Labs is an AI development company in India that fixes vibe-coded apps. You built it with Lovable, Bolt or Cursor and it almost works; our senior engineers repair the AI-generated code, close the security holes and take it to production.

Start a project →Explore services →

2023Founded · India

30+Projects delivered

10+Senior engineers

charge.ts, after the rescue

01export async function charge(req) {

02 const user = await requireAuth(req);

03 const key = req.idempotencyKey;

04 if (await seen(key)) return prior(key);

05 try {

06 const res = await psp.charge(req.amount);

07 await ledger.commit(user, res);

08 } catch (err) {

09 await refundOrRetry(err, key);

10 }

11 span.end({ ok: true });

12}

+ auth, not assumed

+ idempotency key

+ failure has a path

+ traced end-to-end

AI draft → production-grade

Illustrative code · the annotations are the job.

Where AI stops

The wall every AI-built app hits.

Anyone can build an application now. The last stretch, from something that runs to something you can trust, is our entire job.

F/01

The bug it can’t fix

The model patches symptoms in circles while the root cause lives in an interaction too large to hold in context.

Model: stalledEngineer: Fixable

F/02

The feature it can’t build

Payments, auth, third-party integrations: places where a plausible guess is a liability, not a draft.

Model: stalledEngineer: Buildable

F/03

The load it never met

Fine for one user in a demo; down at a hundred. Scale is a design decision, not a patch.

Model: stalledEngineer: Hardenable

F/04

The review it can’t pass

Security, compliance, due diligence. Someone qualified has to own the answer.

Model: stalledEngineer: Certifiable

E/01 · ENGAGEMENT

Rescue Sprint

For the app that’s stuck: bring the AI-built application. The engineer who would do the work diagnoses it with you on a call, fixes what is broken, and hands it back production-ready. No sales layer, no public price; scope is set on the call.

Start with the call →How we take AI-built apps to production

Services

Nine disciplines, one team that ships.

When the fix is bigger than a sprint, nine practices take a system from where it stalled to production, end to end.

01 / AI & ML

→

AI & Machine Learning

End-to-end ML systems with MLOps built in. NLP, computer vision and predictive analytics that work in production.

02 / SECURITY

→

Cybersecurity & Compliance

Vulnerability assessments, threat detection and audit-ready compliance: SOC 2, ISO 27001, HIPAA.

03 / CLOUD

→

Cloud Architecture

AWS, Azure, GCP. Kubernetes, Terraform, Pulumi. Serverless, event-driven, multi-cloud, observable by default.

04 / SOFTWARE

→

Software Development

Web and mobile apps with React, Next.js, React Native. REST & GraphQL APIs. PWAs that work offline.

05 / STARTUPS

→

Startup Tech Consulting

MVP architecture, technology roadmaps, hands-on guidance from build through scale and raise.

06 / POC → PROD

→

POC-to-Production

Cursor and Copilot get you a demo. We get you to production: bugs fixed, security hardened, CI/CD wired.

07 / BLOCKCHAIN

→

Blockchain Development

Smart contracts in Solidity, Rust and Move. Custom chains, L2 rollups, audited and gas-optimized.

08 / WEB3 & DEFI

→

Web3 & DeFi Engineering

DeFi protocols, dApps, wallet integrations, indexers and NFT platforms: the application layer of Web3.

09 / CRYPTO BIZ

→

Crypto & Web3 Solutions

Exchanges, payment gateways, custody, tokenomics and KYC/AML compliance for crypto businesses at scale.

Case studies

Production systems, measured outcomes.

All case studies →

A stack of crisp resume documents on an amber base line, one sheet lifting mid-turn

Software developmentTalentCraft SAS, Paris

FacileCV: an AI resume builder at SaaS scale

Next.js frontend, Deno microservices backend. 50+ ATS-optimized templates, dual AI providers, full admin control, Grafana/Prometheus observability, scalable monetization.

50+ATS templates

<10 minto a finished CV

2AI providers

Products

Four products we build and run ourselves.

All products →

Desktop and AndroidFlagship

Braid

A download manager that pulls one file over your Wi-Fi, Ethernet and phone’s 5G at once, and checks every chunk before it counts.

See Braid

Linux servers and fleetsFlagship

Trinetra

Self-hosted monitoring in one small daemon per server. Live dashboards, alert rules you can read, Telegram in your pocket, and a fleet master that pages you once, not ten times.

See Trinetra

Open-source developer tool

wontfit

Shows your app at phone widths side by side, names the element that breaks the layout, and fails the build until it is fixed.

See wontfit

AI SaaS

Zenith AI

Keeps contact forms free of spam, scores every lead, and drafts the reply, so you answer the right people first.

Try Zenith AI

How we ship

Microservices, observable by default.

A reference architecture used across our fintech and AI engagements. Independent deployability, separation of concerns, monitoring from day one.

How a well-built system handles one request

Clients

Edge

Policy

Mesh

Services

Data

Prometheus + GrafanaOpenTelemetry tracingMulti-AZ active/activeTerraform + ArgoCD

From the bench

The work, written down.

All essays →

Questions founders ask us

Can you fix my vibe-coded app?: Yes. Bring the app you built with Lovable, Bolt, v0, Replit, Cursor or Claude Code. In a Rescue Sprint, the engineer who would do the work diagnoses it with you on a call, fixes what is broken, builds what the AI could not, and hands it back production-ready.
Is my vibe-coded app secure?: Often not yet. The problems we see most in AI-built apps are database tables readable with the public key because Row Level Security is off, secret keys shipped in the frontend bundle, API routes that check who you are but not what you may do, payment webhooks that are not verified, and no rate limiting. Each one is quick to test and fix once you know to look.
Do you fix Lovable, Bolt and Cursor apps?: Yes, and apps from any other AI builder. We work in the code it produced, usually React or Next.js with Supabase or a similar backend, keep what is sound, and replace what is fragile or unsafe, so you keep your product and your data.
Do you rewrite AI-generated code from scratch?: Usually not. A rewrite throws away what already works. We fix what is broken, harden what is risky and rebuild only the parts that cannot be made safe, and tell you which is which before any work starts.
How much does it cost to fix a vibe-coded app?: There is no public price, because the work depends on the app. Scope is set on the first call with the engineer. A well-bounded rescue can be fixed price; larger work is time and materials with a not-to-exceed cap.
How quickly can you start?: Most engagements start within five business days of signing. We sign NDAs, and you own all the code we write once it is paid for.
Can I hire AI developers in India through you?: You work directly with senior engineers at our studio in India, not a sales team or a bench of juniors. We keep at least two hours of overlap with European clients and three with the US East Coast, and if we built it, we can keep running it in production.
I built a prototype in Lovable and it's buggy. Where can I find a developer to finish it?: Look for engineers who audit the code before changing it and fix surgically instead of rewriting everything or prompting the AI again. That is what InfoDive Labs does: a senior engineer reviews the app with you on a call, lists what is broken by severity, and fixes the bugs, security holes and missing pieces such as auth, payments and error logging until it is ready for real users.