vibe coding is real. it's how a lot of products get built now, and there's nothing wrong with that. the gap is what happens after the prototype ships — when you have real users, a real bug, and a codebase you didn't write by hand.
we rescue apps built with every major ai coding tool. the patterns repeat: auth flows that break silently, data exposure bugs nobody noticed until a real user hit them, payment integrations that look wired up but skip a critical step, features that got 90% of the way there and stalled.
audit your vibe-coded app before you launch, fix what's broken after, or get monthly maintenance — it's all handled by senior engineers using AI tools and human judgment, not scans alone.