We find and fix the security holes, scaling limits and runaway cloud costs that AI coding tools leave behind. Fixed prices, plain-English reports, and no rewrite.
That is the whole job — we take what the AI tools left tangled and straighten it into something you can run, scale and trust.
None of these show up in a demo. They show up when a customer asks about security, when traffic spikes, or when the bill arrives.
Wiz Research found about 1 in 5 organisations building on vibe-coding platforms had exposures like these. Read the study
Tables that should be private answer to anyone with your public URL. One curious visitor can download every customer record.
The fix: row-level security on every table, locked-down storage, and a test that fails if it ever opens again.
Payment, email and AI keys sit in front-end code, ready to copy.
The fix: keys move server-side behind a small proxy.
Buttons are hidden from the wrong users, but the server still answers.
The fix: permission checks on the server for every route.
Fine at 50 users. Painful at 5,000.
The fix: indexes, caching, queues and alerts.
The same result often costs a fraction.
The fix: caching, model routing, right-sizing.
The AI quietly undoes old fixes, so shipping a feature means re-testing everything by hand.
The fix: tests on the paths that matter, and CI checks that stop risky AI changes before they reach users.
Enter your own app and we run a quick, non-intrusive look at what any visitor can already see from the outside: encryption, headers, public data signals and config hygiene. You get a readiness score and where the weak spots are. The specifics and how to fix them come with your free review.
We've emailed your outer-layer check to . It lists every area we looked at and where the weak spots are. If it's not there in a couple of minutes, check your spam folder.
Book a free review to go deeper →Every finding is ranked by risk, explained in plain English, and comes with a concrete fix and an effort estimate.
Delivered as a written report in 5 working days, with a 45-minute call to walk through it.
See audit pricing →Example findings in the format your report uses. Your report covers your app only.
We look at your live app from the outside, the way an attacker would, and send you a 15-minute recorded walkthrough of what we find.
A full review of your code and infrastructure, a ranked fix list in plain English, and a call to walk you through it.
We fix what matters most inside your existing app, show before and after numbers, and set up guardrails for future AI changes.
All prices in USD. If you book a fix sprint within 30 days of your audit, the audit fee is credited in full.
Know exactly what's wrong and what it costs to fix.
Close the holes before a customer or attacker finds them.
Handle 10x the users on a smaller bill.
Monthly review of AI-generated changes, help during incidents, architecture advice and a few hours of fixes.
Afterprod is a backend, cloud and MLOps engineering practice. Our engineers have built and run [APIs, data pipelines and ML platforms at companies such as A and B], so we know what breaks when real users and real money arrive.
We love that AI tools let founders ship in a weekend. Our job is to make what they ship safe, fast and affordable, while you keep your stack, your tools and your momentum.
No. Most founders want to keep using Lovable, Bolt or Cursor, and that's fine. We fix the parts that matter and add guardrails so the AI doesn't undo them.
Yes. Each finding says what could go wrong in plain English, how serious it is, and what it costs to fix. The technical detail sits underneath for whoever does the work.
Nothing for the free review. For the audit, read-only access to your repository and hosting dashboards. I never need your users' data.
Yes. That's the fix sprint. If you book one within 30 days of the audit, the audit fee is credited in full.
That's fine. The same review works for any early-stage SaaS on a modern stack such as Node, Python, Postgres, Supabase, Firebase, AWS or GCP.
Send us your app's URL. Within 2 working days you'll get a 15-minute recorded walkthrough of what anyone on the internet can already see.
Prefer to talk? [Book a 15-minute call]