Vibe-coded it over a weekend? Lovely. Now it has users.
We take the prototype from "works on my laptop" to something you can charge money for — security, backups, auth, scale — without a rewrite and without a lecture.
Audit · Day 5
- Fix nowSecrets in the client bundle
Payment and LLM keys shipped to every visitor. Rotate, move server-side, add rate limits. Bill so far: €0. Potential: unlimited.
- Fix nowNo backups, one database
Point-in-time recovery, nightly snapshots, tested restore. Boring — the best kind of feature.
- SoonAuth "works"
Any user can read any user's data if they guess an ID. Row-level security, sessions, password reset that resets the right password.
- FineThe idea
Genuinely good. That part you did right. Let's keep it alive.
Vibe-coded it over a weekend? Lovely. Now it has users.
The prototype proved the idea — the AI did great. It also left the API keys in the frontend, one database with no backups, and a login that works as long as nobody tries anything. We take it from "works on my laptop" to something you can charge money for, without a rewrite and without telling you how you should have done it.
- Production audit in 5 days — security, data, costs, what breaks at 100 users. You get the list, ranked, with prices.
- Harden, don't rewrite — auth, backups, monitoring, payments, environments, a real deploy. Your code stays yours.
- Scale when it earns it — we set the architecture so the next 10× is a config change, not a crisis.
- Keep shipping with AI — we set up the guardrails (tests, reviews, CI) so you can keep prompting without breaking prod.
One accountable partner, from audit to adoption.
We're a small, senior team of engineers and architects who design, build and run production systems — banking, logistics, retail, hospitality. The people who build it stay on call. We work in English, Portuguese, Spanish and Slovene.
- Vendor sells a licence, then disappears.
- Nothing connects cleanly to the PMS or the current stack.
- Staff work around the tool; the subscription keeps billing.
- Every issue becomes a ticket with someone who never saw the hotel.
- Inventory first; change only what earns its place.
- Build on and integrate with the systems you already run.
- Train on real workflows — adoption is a deliverable.
- The team that built it stays accountable after launch.
products monitored daily for supermarket and pharmacy chains — the same pipeline discipline behind hotel sensors.
collection success rate, unattended, every day. Reliability is the hard part of any monitoring system.
regions served — Portugal, United States, Latin America, Slovenia. Remote-first, on site when the operation needs us.
- Platform & integrations — PMS, POS, accounting, legacy into one data layer.
- Sensor pipelines — low-cost hardware, reliable ingestion, alerting.
- AI workflows — detection, forecasting, documents, with approval built in.
- On-site delivery — walk-throughs, training, adoption.
Next step: a 30-minute conversation and one property walk-through.
We'll see the operation together and come back with a concrete Phase 1 proposal — scope, access needed, timeline, deliverables and a fixed price. No commitment beyond the visit.