We've written the playbook. Now we apply it to your codebase, session by session.
Maximise your potential with DoganTech's vibe-to-prod consulting.
Get expert guidance to ship your prototype to production with peace of mind.
Expert guidance for founders building with AI coding tools
Flexible pay-as-you-go sessions
Ship faster, safer, and without the hidden surprises
Your prototype is the beginning. Let's get it to production. 🚀
Ready to jump on a free call?
Vibe-to-Prod is our newest service, available now as an on-demand, pay-as-you-go solution. Whether you've already built with AI or you're about to start, you'll inevitably face the same questions, and we're here to help.
We perform a technical assessment of your AI-generated code, identify potential risks, and provide you with a prioritised roadmap to get you production-ready.
We give you the choice: we can do the technical hardening for you, or we can guide you through the fixes yourself, teaching you how to manage your product along the way.
Avoid the common pitfalls of AI coding and launch with the confidence of a professional engineering team behind you. 💪
Is Your AI-Generated Code Actually Safe to Ship?
Did the AI hardcode any secrets or API keys?
Are authentication and access controls properly enforced?
Will It Hold Up When Real Users Hit It?
Is the architecture actually scalable, or will it buckle?
How do you handle regressions as the codebase grows?
Are You Burning Money on Tokens Without Knowing It?
Is a poorly structured codebase making every AI request cost more?
How do you keep your monthly AI bill from spiralling?
Do You Have the Right Documentation in Place?
Does your AI agent have the context it needs to make good decisions?
What happens when you start a new session and it forgets everything?
Are Your Dependencies Up to Date?
Is your stack relying on libraries that were current at the AI's training cutoff?
How do you audit for known vulnerabilities before you ship?
Have You Set Up Your Tooling Correctly?
Are MCP servers configured so your agent works with live data?
Is your AI using plan mode before making changes — or just going rogue?
Do You Have a Testing Strategy?
What catches regressions across multiple AI coding sessions?
How do you maintain confidence in a codebase that changes this fast?
Is Anyone Reviewing Your Work?
Are you working solo with no one to challenge your architecture decisions?
When did you last have an experienced engineer look at what you've built?
An introductory call to understand your project and map out a tailored plan to get your code production-ready.
Let's get it to production!
Ship a prototype that's actually production-ready
Catch security gaps before real users find them
Keep token and hosting costs under control
Build a codebase you can maintain and extend
Move fast without accumulating technical debt
Get expert guidance without hiring a full-time CTO
Understand what your AI-generated code is actually doing
Make confident technology decisions at every stage
Avoid the most common and costly vibe-coding mistakes
Launch with confidence, not crossed fingers
So why not give it a try now?
Book your first 45-minutes Vibe-to-Prod Consultation for free by submitting the form.