AI coding tools are great for getting an idea working fast. But "it runs on my machine" is a long way from software you can safely put in front of customers. Here is how to bridge that gap.
What prototypes usually miss
- Security and data handling, almost always skipped in a rush to a demo.
- Architecture that can grow without collapsing under real use.
- Testing and reliability, so it holds up beyond the happy path.
- Infrastructure and deployment done properly, not improvised.
A safe path to launch
- Audit. Map what the prototype does and, more importantly, what it does not.
- Prioritise. Fix the risks that matter most first, security and data before polish.
- Harden. Add the engineering rigour: tests, structure, monitoring.
- Ship. Deploy on infrastructure built for production, then iterate.
Get help with the hand-off
This is exactly what our Vibe-coded Handover service is for. We keep the speed you gained and add the engineering your users deserve.