You built something real with AI, fast. Prodvibe finishes the job: we fix the bugs, close the security holes, complete the missing features, and stand up professional cloud infrastructure so your app survives real users.
// from prototype to PRD, without losing the vibeVibe coding is brilliant for building fast. But the code AI ships by default was never reviewed for what happens when real users, real attackers, and real traffic arrive.
Hardcoded API keys, missing auth checks, injection vulnerabilities, and permissive access rules that attackers scan for automatically.
Edge cases nobody prompted for, race conditions, unhandled errors, and half-finished features that surface the moment a stranger uses the app.
Unindexed queries, no caching, no rate limiting, single points of failure. Fine for 10 users; a fire for 10,000.
Editing production directly, no Git history worth trusting, no staging environment to test in, and no way back when a deploy goes wrong.
When something breaks, there are no logs, no alerts, no traces. Just angry users and guesswork.
Personal data with no audit trail, no backups, no retention policy. It becomes a problem the day a customer, partner, or regulator asks questions.
One engagement covers the full journey, and it always starts with a free, scored production-readiness audit. Every service below ships as working systems in your stack, not a slide deck of recommendations.
We take your project the last mile: squashing bugs and building the features AI left half-done.
We attack your app before someone else does, then fix everything we find.
Every library and package scanned, patched, and kept current with approved versions.
We simulate the traffic you hope for and make sure the app holds.
Proper DEV, UAT, and PRD environments on the cloud, with deployments that are boring, in the best way.
A clean, professional Git workflow so every change is tracked, reviewed, and reversible.
Robust, secure logging so debugging is fast, accurate, and audit-ready.
When something goes wrong (not if), your data and uptime survive it.
Keep vibe coding, now with the guardrails and agentic tools professional teams use.
Privacy compliance that matches reality, and documentation that survives investor due diligence.
Fixed-price rapid response when your app is down, breached, or bleeding money. Stabilize first, explain second, harden third.
Production is a state you maintain. We can stay in your corner after launch.
A structured engagement with clear gates: the same discipline we install in your project, applied to how we work with you.
We review your entire codebase, infrastructure, and security posture, then deliver a prioritized production-readiness report: what's broken, what's risky, what's missing.
Bugs fixed, missing features completed, tests written, Git workflow established. Your app now behaves predictably and every change is tracked.
Pen tests, vulnerability patching, load testing, DEV/UAT/PRD environments, CI/CD, logging and monitoring. Your app is now secure, scalable, and observable.
You get a production system plus the professional agentic tooling, guardrails, and documentation to keep building on it yourself, safely.
We don't take your project away from you. We upgrade how you build it. You leave with a professional agentic coding setup, so the next feature you vibe into existence lands in DEV, passes its gates, and ships to PRD like a pro team shipped it.
Every engagement is scoped to your project, drawing from this menu of concrete deliverables.
Prodvibe is a team of senior production engineers who are also daily, expert users of the modern AI development stack. We build with Claude Code (Anthropic), Codex and ChatGPT (OpenAI), Cursor, GitHub Copilot, and Visual Studio Code; we author our own MCP servers, skills, plugins, and multi-agent workflows; and we've spent years shipping and operating systems with real users, real attackers, and real uptime obligations. That dual fluency means we can read what your AI built, fix what's dangerous, and configure your tools so they build better next time.
Yes, that's our specialty. AI-generated codebases have recognizable patterns and recurring pitfalls, and we've built our audit process around exactly those. Whatever stack your AI tool chose, we meet the project where it is.
Almost never. Rewrites are slow, expensive, and usually unnecessary. We keep what works, refactor what's fragile, and replace only what genuinely can't be salvaged, so you keep your momentum.
That's the whole point. You leave with DEV/UAT/PRD environments, guardrails, and professionally configured agentic coding tools, so you keep vibe coding, and the safety nets catch problems before production does.
It starts with a free production audit of your project. From there we scope the engagement across our four phases (Audit, Stabilize, Harden, Hand back) with fixed deliverables and clear gates, so you always know what you're getting and when.
All major clouds (AWS, Google Cloud, Azure) plus modern platforms like Vercel, Netlify, Supabase, and Firebase. On the code side we cover the stacks AI tools favor: JavaScript/TypeScript, Python, Ruby, and more.
We work under NDA, with least-privilege access you grant and can revoke at any time. Everything we find in security testing stays confidential, and we document every change through your Git history.
Finds it during due diligence. The valuation conversation changes. The round slows down.
Finds it on a Saturday night. You learn about it from your users. Or from the news.
Finds it this week. Hands you the fix list. Nobody else ever has to know.
Send us your project and we'll come back with a free production-readiness audit: what's solid, what's risky, and exactly what it takes to go live with confidence.
Get your free audit: hello@prodvibe.ai $ prodvibe deploy --env PRD ▲