AI-Built Software to Production
You built it with AI. Now make it something your business can depend on.
Your AI-built application works. It has users, revenue, or a real business workflow behind it. The next step is making it dependable.
Sound familiar?
You proved the software is useful. But...
- It works. You're just not sure you trust it.
- There's no proper deployment process. You deploy by hand, or not at all.
- Tests are thin or missing. You find out about problems from users.
- Only one person understands how it runs in production.
- The architecture has grown organically and nobody has reviewed it.
- You're handling real customer data without confidence in backups or recovery.
- Monitoring doesn't exist, or exists but nobody trusts it.
AI made it dramatically easier to build the first version. The next challenge is making the result dependable enough for a real business. Nobody needs to rewrite everything. The goal is targeted engineering work on the things that actually matter.
What happens
A focused stabilization engagement
I assess the existing system and make it dependable without reflexively rewriting it.
- Review the architecture, deployment, and infrastructure
- Prioritize what matters and leave the rest alone
- Stabilize deployments, CI/CD, and database safety
- Add monitoring, backups, and recovery
- Write critical-path tests where they count
- Document and hand over so your team can operate it
After the engagement
What changes
- You can deploy without worrying.
- Production issues surface before users report them.
- The system has backups, recovery, and a rollback path.
- Your team can operate and change the application without you.
- Your attention goes back to product and customers.
Who this is for
Software with real business value: real users, real revenue, or a real business workflow that depends on it.
Best suited for software that has already proven its worth.
About
The work behind a dependable system
I'm Vladislav Supalov, an infrastructure and software engineer with over a decade of experience. I work with founders and operators who have built something valuable and need it to become dependable.
I work with existing systems and avoid unnecessary rewrites. The goal is always the minimum effective intervention that gets your system to a place you can trust.
More at vsupalov.com.
Let's figure out if there's a useful engagement.
Tell me what you've built, who depends on it, and what's worrying you.