PRODUCTION READINESS FOR AI-BUILT APPS

Your demo works.
Now make it reliable enough to sell.

I trace real failures across auth, data, payments and deployment, repair the smallest correct surface, and verify the result before production changes.

Read-only first · Root cause before changes · Protected contract available

ILLUSTRATIVE EXAMPLE — NOT A CLIENT CASE
finding_03.mdHIGH
01users can request another user's record
02RLS checks authentication only
03missing ownership rule: user_id = auth.uid()
ROOT CAUSE

Authorization stops at ‘logged in’ instead of verifying record ownership.

Evidencereproducible request
Fix pathpolicy + regression test
ROOT CAUSE → FIX → VERIFY

Built quickly on

LOVABLEBOLTREPLITBASE44CURSORSUPABASE

LIVE QUALIFICATION

What changed when
you tried to go live?

Select only symptoms you can observe. The result recommends the smallest useful starting point and can be attached to your request.

HOW DELIVERY WORKS

Every claim gets evidence.
Every fix gets verified.

01

Reproduce

Turn the symptom into a repeatable case in staging or a safe local environment.

02

Trace

Follow request, state and permissions upstream until the real producer fails.

03

Repair

Change the smallest correct surface and remove conflicting logic.

04

Verify

Prove the original case is fixed and add a regression check where it matters.

WHAT YOU RECEIVE

A decision-ready handoff,
not a mystery report.

  • Reproduction steps and evidence
  • Root cause and affected surface
  • Implementation with explicit boundaries
  • Verification record and remaining risk
  • Source and operating handoff

FIXED-SCOPE APP RESCUE

Start with the smallest
decision that reduces risk.

Repository access is shared only after a protected order or contract. Production changes always require an explicit go-ahead.

LAUNCH CHECK$49

Diagnose one observable blocker.

BEST FORBest for one broken flow or a launch decision.

NOT FORNot for implementation or an open-ended audit.

  • Read-only review
  • One app / one environment
  • Up to 15 relevant files
  • Evidence + bounded fix plan
  • 24-hour delivery
SHIP READY$349

Critical-path launch pass.

BEST FORBest before releasing to real users or payments.

NOT FORNot a legal compliance audit or pentest.

  • Auth, data, payments and deploy
  • Up to 5 verified fixes
  • Build and smoke validation
  • Launch handoff document
  • 7-day in-scope bug correction

Not a legal compliance audit, penetration test or security certification. Scope is confirmed before work begins.

START WITH ONE OBSERVABLE PROBLEM

Send the blocker.
Get a bounded next step.

Your request is saved privately for project evaluation. Do not include passwords, API keys, customer data or production secrets.

Enter one email address or WhatsApp number.

NEED A BUILD INSTEAD OF A RESCUE?

Two production services with the same evidence-first delivery.

from $55

Web data and dashboards

One public source or spreadsheet turned into clean records, KPIs, filters and an operating handoff.

!

Production stays protected.

Backups and staging are checked first. No production mutation, paid plugin, credential change, data migration or scope expansion happens without approval.