You know your business. You've built a useful app with AI. I help make it ready for everyday use—and safer to keep changing.
I handle targeted refactoring, tests, and production setup. You keep creating features with your own AI tools. Optional reviews help you keep the engineering on track.
I'm selecting 5 AI-built apps for a free, scoped Production Hardening Sprint, in exchange for feedback and an agreed case study. We'll agree what can be shared before anything is published.
No commitment. I'll review the fit before we agree on any work. Ongoing reviews are optional and separate.
const project = {
owner: "your business",
features: "you + your AI",
engineering: "GooseBytes",
next: "keep building",
};
GooseBytes.harden(project);Engineering help for business apps built by people who know their work—not necessarily software development.
I focus on meaningful risks and practical safeguards, not a rewrite or perfect-looking code.
I test the important tasks you identify, including what happens when something fails, so changes are less likely to break existing work.
I review how the app saves data, handles credentials, and controls access, then address the risks within our agreed scope.
Where needed, I put backup and recovery steps in place and check that you can recover the data that matters.
I set up a simple GitHub workflow and useful automated checks, so your AI's changes can be reviewed before release when needed.
I refactor the parts that make changes fragile or risky, while preserving useful functionality and leaving harmless imperfections alone.
I add project instructions and enforceable checks that help your coding tools work within the app's structure. You keep building the features.
The aim is a useful app you can keep improving yourself, with safeguards proportionate to how your business uses it.
Submit your app →Production Hardening Sprint
A focused engineering pass on the app you already have—not a new feature-development project.
01
You show me the useful parts, the problems, and what the app should do. I identify the engineering risks and agree on a focused scope with you.
02
I make targeted fixes, add tests around important behavior, and improve code boundaries where necessary. Your coding tools get clear instructions for future changes.
03
I set up the agreed deployment and recovery steps on accounts you control. You get a practical handoff so you can keep developing with your own AI tools.
Application Health Report
You get a plain-English before-and-after report: the risks I found, the improvements made, the checks that passed, and the limitations that remain. No unexplained score or promise that every future change is safe.
The code, tests, and agent instructions stay with your project. You don't need a GooseBytes platform to keep using them.
Submit your app →Get the foundations in place, then choose how much engineering input you need as you continue building.
One-time hardening
Optional ongoing reviews
What I handle, what you keep doing, and how optional reviews work.
It's a focused engineering pass on an existing AI-built app. I preserve the useful behavior, fix agreed weaknesses, add practical safeguards, and prepare the app for its intended use. We agree on what needs doing before work starts. You don't have to hand over future feature development.
Business owners, teams, and independent professionals who have built a useful app with AI and want to rely on it without becoming software engineers. It might be an internal tool for orders, scheduling, or reporting, or an app used by customers. The starting point is something useful that exists—not an idea you need me to build.
That's a valid starting point. I assess what the app does, how it stores data, and what could go wrong—not whether it looks like a traditional software project. I only introduce more structure where it solves a real problem.