BLOCK SHIP, SHIP WITH FIXES, or CLEAR
A plain-English launch decision instead of a long technical dump.
Senior developer audit for AI-built SaaS
Find launch-blocking bugs before your AI-built SaaS goes live.
Fixed-scope 24h launch verdict for Lovable, Bolt, Cursor, Supabase, Stripe, n8n, and AI API apps. I check for data leaks, billing drift, exposed keys, paid API abuse, and automation failures before real users arrive.
Read-only first. No production access needed for the initial verdict.
Lovable
Bolt
Cursor
Replit
v0
Supabase
Stripe
n8n
AI-built SaaS launch risk map
3 risks found
Built in
Lovable / Cursor / Replit
Preview works. Launch paths are still unproven.
Stripe
P1
Stripe access drift
Cancelled users can keep paid access.
Supabase
P0
Supabase data leak
One user can read another user's rows.
OpenAI API
P1
OpenAI cost burn
No guardrail on paid API calls.
Launch verdict
BLOCK SHIP
Fix before public launch.
In 24h, you know what blocks launch and what can safely wait.
No vague teardown. You get a decision-ready report a founder can act on before users, payments, or investors arrive.
P0/P1/P2 findings with proof
Each issue includes what I saw, why it matters, and where to verify it.
What to fix first
Critical path first: data exposure, billing drift, paid API abuse, auth gaps, and broken automations.
Optional fixes after the audit
The $299 audit stands alone. Paid implementation is scoped only after the launch risks are clear.
What happens after you submit.
The first step is fast and controlled. You send context, I confirm scope, then you get the launch verdict.
Send app
Share the app URL, stack, and what worries you most.
I confirm access and scope
Read-only access, screenshots, logs, or test accounts are enough for the first verdict.
You get verdict in 24h
BLOCK SHIP, SHIP WITH FIXES, or CLEAR with evidence and fix priority.
Common founder worries before launch.
If any of these questions sound familiar, the app is ready for a focused launch safety check.
“I built this in Lovable. Can I launch?”
Check production paths, not only the preview demo.
“Can users see each other’s Supabase data?”
Verify User A / User B isolation, RLS, storage, and service role exposure.
“Stripe works, but does access update?”
Test cancellation, failed payment, trial, refund, and entitlement events.
“Did I expose API keys?”
Search frontend bundles, public env vars, logs, prompts, and repo history.
“Can one browser tab burn API credits?”
A reload loop, retry bug, or public page can trigger paid API calls thousands of times before it looks like a traffic spike.
Cost guardrails
One browser tab can burn API credits.
Before launch, I check whether paid AI APIs, database reads, and automations can run uncontrollably from page loads, retries, loops, or public routes.
- No paid API calls on page load
- Per-user and per-route rate limits
- Budget alerts and provider caps
- Caching for repeat reads
- Kill switch for expensive features
AI tools build the happy path. Production breaks on the edge cases.
Data leaks
RLS is off, policies are too broad, service-role keys land in the browser, or API routes return more data than users should see.
Billing drift
Checkout works once, but failed payments, cancellations, duplicate events, refunds, and webhook retries never update your database correctly.
Silent automations
n8n workflows, emails, webhooks, AI calls, and CRM syncs fail quietly. Stripe says delivered, Supabase says saved, but the business flow is broken.
What I check before your app goes live.
I review the parts that decide whether your SaaS can safely take users, payments, and production traffic.
Supabase RLS and database access
Stripe webhooks and failed payment handling
API key exposure in frontend or logs
Server-side validation on forms and API routes
Auth edge cases and account recovery flows
Rate limits and paid API cost caps
CAPTCHA, CORS, and public form protection
Error messages that do not leak internal data
Example of what you receive.
The report is built for founder decisions: severity, evidence, business risk, and the next fix.
24h verdict
BLOCK SHIP
P0
Cross-user data exposure
P1
Stripe access drift
P1
AI route cost abuse
Sample finding
P0 - Block ship
Public profile table can expose other users
Evidence
RLS is disabled on profiles. A browser request can return rows for multiple user IDs.
Business risk
User data can leak before launch, creating refund, trust, and support risk.
Fix priority
Enable RLS, add owner-scoped policies, verify with a second test account, then re-check API routes.
Every rescue starts with triage. No unlimited scope.
01
Send read-only access or repo
For audit, send read-only repo access plus screenshots or dashboard exports. Full production access is not needed for the first review.
02
Get a launch verdict
BLOCK SHIP, SHIP WITH FIXES, or CLEAR. Every finding includes evidence, risk, screenshot or file reference, and a plain-English fix.
03
Patch the critical path
Paid fixes are scoped after the audit. Viewer access comes first; write access happens only after written approval for specific changes.
Start with the $299 audit. Fixes are optional after the verdict.
Best first step
Launch Audit
$299
For founders who need to know if the app is safe enough to launch.
- 24h launch verdict
- Security and billing checklist
- P0/P1/P2 report
- 30-minute handoff call
Audit + Critical Fixes
$1,200
Optional after audit, for apps with confirmed launch blockers.
- Everything in Launch Audit
- Fix top launch blockers
- Stripe and Supabase hardening
- Deploy-ready verification notes
Emergency Rescue
From $2,500
For broken production apps, payment drift, exposed keys, or urgent founder demos.
- Same-day triage
- Incident containment
- Critical production patches
- Founder/investor-ready summary
“The app works in preview” is not the same as “the app is safe in production.”
Good fit if you built with AI and now need production confidence.
- You built a SaaS in Lovable, Bolt, Cursor, Replit, v0, Claude Code, or a similar AI builder.
- You use Supabase, Firebase, Stripe, Clerk, n8n, Make, Zapier, Resend, OpenAI, Anthropic, or similar tools.
- You are about to launch, charge users, demo to investors, or onboard a first client.
- You are non-technical or solo and need a senior engineer to find what the AI missed.
This is a production readiness and security review for early-stage apps. It is not a full penetration test, legal compliance audit, or certification.
Designed to reduce risk without taking over your app.
The first audit is read-only. You stay in control of production, Stripe, Supabase, and deploy access.
Read-only first
For the launch audit, screenshots, logs, deployed URLs, or read-only repo access are enough.
Senior developer review
I check the systems AI builders often wire together incorrectly: auth, billing, database access, APIs, and automations.
No surprise implementation scope
If fixes are needed, they are priced and approved after the report names the critical path.
Short answers for the first trust questions.
Can this change anything in my Stripe, Supabase, or app?
No. The Launch Audit is read-only. I do not make changes unless you approve a specific fix in writing.
What access do you need?
Usually a deployed app URL, screenshots, logs, or read-only access. For paid fixes, I ask only for the minimum access needed for the approved change.
What do I get after the audit?
A clear P0/P1/P2 report: what blocks launch, what can wait, and what I recommend fixing first.
What if I only want an audit?
That is fine. The $299 Launch Audit is standalone. Fixes are optional.
What if the report finds nothing critical?
You still get the launch verdict, evidence of what was checked, and the lower-priority risks that can wait until after launch.
Do you store my data?
I only use submitted details to review the request, communicate with you, and deliver the audit or fix work.
Launch safety guides for AI-built SaaS.
Practical checks for founders building with Lovable, Bolt, Cursor, Supabase, Stripe, n8n, and similar tools.
Launch security
Vibe-coded app security checklist before launch
Check auth, Supabase RLS, exposed keys, storage, Stripe access, and AI API abuse before real users arrive.
LovableLovable app data leak checklist before launch
Test public links, logged-out access, User A / User B isolation, Supabase RLS, storage, keys, and API routes.
SupabaseSupabase RLS checklist for Lovable and Cursor apps
Check missing RLS, permissive policies, service role leaks, storage buckets, and cross-user data access before launch.
SupabaseService role key exposed in Lovable or Cursor app
Find exposed Supabase service_role keys, rotate secrets, and verify backend-only access before launch.
SupabaseSupabase RLS tests for User A / User B isolation
Prove User A cannot read, update, delete, list, or download User B data before launch.
SupabaseSupabase RLS checker for Lovable and Cursor apps
Check RLS status, policies, storage, service role keys, and User A / User B access before launch.
LaunchLovable app before launch checklist
Check Supabase RLS, exposed API keys, Stripe webhooks, auth, rate limits, CAPTCHA, CORS, and production config before users arrive.
StripeStripe subscription access checklist
Check customer.subscription.deleted, entitlements, failed payments, retries, and database access state before launch.
API costAI SaaS API cost checklist
Stop reload loops, retry storms, public routes, and paid AI API abuse from burning credits before launch.
Send the app. I will reply with the safest next step.
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