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AI app rescue  ·  Lovable  ·  Bolt  ·  Replit  ·  Claude Code

It shipped in six days.
That’s exactly the problem.

AI coding tools generate apps that work flawlessly in the demo and fail quietly with real users. I find what the generator left open, close it, and put you on AWS properly.

api/checkout.ts Static analysis
01const supabase = createClient(
02 "https://xk3f.supabase.co",
03 process.env.SUPABASE_SERVICE_KEYSERVICE KEY IN CLIENT BUNDLE
04);
05
06create policy "read orders"
07 on public.orders for select
08 using (true);EVERY USER READS EVERY ROW
09
10app.post("/api/refund", async (req) => {
11 await stripe.refunds.create(req.body);NO AUTH CHECK
12});
3 critical findings  /  12 lines All three are a one-day fix — if you know where to look.
Book a free 30-minute audit → Send a repo link. No payment, no commitment.

What I usually find

Eight failure modes, in rough order of how often they show up

DATA ISOLATION

Signed-in users can read rows belonging to other users. Row-level security is on, so the dashboard shows green — but the policy permits everything.

AUTHORIZATION

Login works. Nothing after login checks whether that user is allowed to do the thing they just did.

SECRETS

API keys and service credentials shipped in the frontend bundle, readable by anyone who opens dev tools.

SCALE

Fine at ten rows, unusable at ten thousand. No indexes, unbounded queries, everything fetched on every render.

OBSERVABILITY

It broke at 2am and there is nothing in the logs, because there are no logs.

INFRASTRUCTURE

You have outgrown Replit or Vercel and need real infrastructure, without a rebuild and without downtime.

REGRESSION

Every fix the AI makes breaks something else, because there are no tests holding the shape of the app.

PAYMENTS

Money endpoints that trust whatever the client sends them. Refunds, upgrades and credits with no server-side validation.

How it works

Four stages — you can stop after any one of them

01 — Start here

Free repo audit

Thirty minutes. I read your code and tell you what is actually wrong, what can wait, and whether it is worth fixing at all.

No charge
02

Discovery

A full pass over architecture, security and data structure. You get a written plan, ordered by risk, with a fixed budget attached.

Fixed price
03

Hardening sprint

I fix it incrementally. No rewrite, no downtime, and everything that works today keeps working tomorrow.

Fixed price
04

Ongoing

Monthly monitoring and iteration once you are live, if you would rather someone else watched it.

Monthly

What the call actually is

So you know before you book

You will get

  • A read through your actual repository, not a generic checklist
  • The specific problems I find, named and explained in plain language
  • An honest view on how urgent each one is
  • A straight answer on whether you need me at all

You will not get

  • A sales pitch, or a follow-up sequence afterwards
  • Alarm about problems that are not really there
  • A push to rebuild from scratch, unless that is genuinely the answer
  • An invoice for the call

Why me

Most people do one half of this. They either build with AI tools and have never run anything in production, or they are senior engineers who will not touch generated code on principle.

I do both. I have built and deployed my own products with Lovable and Claude Code on AWS, and I spent twenty years in enterprise IT before that. I know where these tools cut corners because I have had to find and fix it in my own work first.

NIILESH TOMPE AWS SUPABASE POSTGRES NEXT.JS NODE 20 YRS IT

Free  ·  30 minutes  ·  No commitment

Find out what is wrong
before you pay anyone

Thirty minutes, your repo, a straight answer. If everything is fine, I will tell you that and you can get on with your day.

Book a free 30-minute audit →

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