Vibe-to-Production
The discipline of taking AI-generated prototype code to a production-grade system real users can depend on.
Vibe-to-production is a 2026 service category that didn't exist three years ago. AI tools (Lovable, Bolt, v0, Cursor) let anyone ship a working prototype in hours. The gap between that and 'real users can trust their data with you' is what vibe-to-production fills.
Typical work: replace mock auth with a real provider, harden the database with proper schema and migrations, add observability and error tracking, set up CI/CD, address the security holes inevitable in AI-generated code, integrate payments, and ship the boring features (privacy policy, terms, email deliverability).
The value is concrete: a paying customer base, a stable system, and a codebase the founding team can iterate on without losing data. Read more in our blog: <a href="/blog/vibe-coding-to-production">Vibe Coding to Production</a>.