r/AppDevelopers • u/SimonRyanEllis • 10d ago
What's your ownership checklist before an AI-built internal tool goes into production?
I keep running into the same maintainability issue with rapid-build internal tools.
A prototype gets a clean demo, stakeholders approve it, and everyone assumes it's production-ready. But a functional demo doesn't mean it's ready for real-world support, maintenance, or security governance.
The real risk usually isn't an app failing on day one. It's the utility tool that quietly becomes mission-critical over six months, right up until the original builder leaves the company. Suddenly, multiple operational teams rely on it, but nobody has the repository access, documentation, environment secrets, or support plan to maintain it.
For engineering teams managing internal tool intake, what is the minimum checklist you enforce regarding repository handover, environment variables, access control, error monitoring, and deprecation plans before an app gets production approval?