Vibe coding in practice – test, secure and maintain AI-built solutions

A working prototype is not the same as a solution others can rely on. This course turns an AI-built prototype into something reviewable, testable, reversible and maintainable.

The course has nine parts. You assess maturity, work with version history and one bounded change at a time, use plan mode and a permission gate before any agent may edit, and build a light threat model for dependencies, data, secrets and external calls.

You build a test suite that covers regression, security and accessibility, run a security and accessibility review, review code by behaviour with a specialist gate, and finish with a release package covering ownership, monitoring, stopping rules and rollback. The final test has eight questions and seven correct answers give you the certificate.

What you will be able to do

• ✓Work with version history and bounded changes
• ✓Test function, regression, security and accessibility
• ✓Review code by behaviour and know when a specialist is required
• ✓Build a release package with ownership, stopping rules and rollback