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AI App Rescue · AWS · Terraform

Your AI-built app works in the demo. I make it safe for real users.

I'm a DevOps engineer with 12+ years in production systems. I find what's unsafe or broken in your AI-built app, fix it at a fixed price, and hand it back ready for real users.

Get a Launch Risk DiagnosticBook a 15-min fit call

Read-only first · fixed price · $250 diagnostic credited to the fix

launch-risk · demo-app.lovable.appIllustrative
100

Launch readiness

Ready to scan

    Tools I work with: Lovable, Bolt, Replit, Cursor, v0, Supabase, Next.js, Vercel, AWS, EKS, Karpenter, Terraform, GitHub Actions

    Who it's for

    Built fast. Now it has to hold up.

    Founders with an AI-built app

    You built with Lovable, Bolt, Replit, Cursor or v0, and now you have users, a launch date, or a bug you can't prompt your way out of.

    See AI App Rescue packages

    Teams whose AWS bill outgrew their traffic

    Your AWS or EKS spend grew faster than your users, and nobody has time to find out why.

    See the AWS Cost Review
    What I check

    The parts that leak data, break at launch, or wake you up at 3am.

    Try them. These are the most common problems I find in AI-built apps.

    Row-level securitySupabase

    select * from profiles

    • you@founder.devyour row
    • maria@clinic.ioleaked
    • dev@startup.coleaked
    • ops@agency.netleaked

    Without RLS, the public anon key can read every user's data.

    Exposed keysFrontend

    // assets/index-8f2c.js (shipped to every browser)

    const url = "https://xyz.supabase.co"

    const key = "eyJ…service_role"

    The service_role key bypasses every policy. If it's in the browser, anyone can use it.

    GrantsOct 30
    { "code": "42501",
  "message": "permission
   denied for table orders" }

    From Oct 30, new Supabase tables need explicit grants. What breaks and the fix

    Auth and rolesAccess

    Sign-in loops, admin flags users can edit, redirect URLs set to anything, password reset that only works in preview.

    Backups and monitoringOps

    Backups you've actually restored, error alerts that reach you, uptime checks, and spend caps on every paid API.

    Services

    Three fixed-scope services.

    Rescue work is usually where we start. AWS and Terraform are where it goes as the app grows.

    01

    AI App Rescue

    From $750

    Find what's unsafe or broken in your AI-built app, fix it, and hand it back ready for real users.

    See AI App Rescue packages
    02

    AWS and EKS Cost Review

    Fixed fee

    A ranked list of what's safe to cut, each item priced in dollars a month with effort and risk.

    See how the cost review works
    03

    Terraform Drift Fix-Up

    Fixed scope

    Clean, merge-safe plans again in 14 days. Imports, reconciliation, no state surgery in the dark.

    See the Terraform fix-up
    How it works

    Four steps. You approve the price before I start.

    1. 1

      Diagnostic

      2 business days

      Read-only access. You get a severity-ranked report of what's unsafe or broken, in plain English.

    2. 2

      Fixed quote

      before work starts

      You approve the price and scope. No hourly meter, no surprises.

    3. 3

      Fix

      as pull requests

      Backup first. Every change ships as a PR you can review, merge and roll back.

    4. 4

      Handover

      written

      A plain-English note on what changed, what to watch, and what your builder might undo.

    Proof

    Only real or clearly labeled demo work.

    PlaceholderReal client result here, published with written permission.
    Free: the Lovable + Supabase launch checklistThe same list I run in every diagnosticDemo rescue: before and afterA labeled demo project, not a client
    Guardrails

    How I work on your app.

    Read-only first

    The diagnostic never changes anything.

    Your written OK

    No production changes without it.

    Backup first

    Before I touch anything.

    Every change is a PR

    Reviewable, with a rollback plan.

    I don't take apps that process payments or handle health data.

    FAQ

    Questions founders ask first.

    • No. I need a repo invite, a test login for the app, and read-only access to Supabase or your hosting. Never send production passwords in chat or email.

    Read all questions

    Not sure what's wrong?

    Start with the diagnostic. The $250 fee is credited to the fix.

    Get a Launch Risk DiagnosticBook a 15-min fit call