Testing, Verification & Next Steps

Every feature SKYWATCH has now is real, wired end to end, and running, and an AI assistant wrote nearly all of it. This closing module doesn’t add another feature. It does three things instead: directs an AI assistant to put real automated tests around the logic most worth protecting, directs it through a full walk of the finished app to confirm five modules of AI-generated features still work together, and points at what a reader would reasonably build next if they keep steering an AI assistant through this app on their own.

Why This Matters

An AI assistant will tell you your tests pass. It will tell you it ran the checklist and everything checks out. Sometimes that’s true. Sometimes it read the code, decided it looked correct, and reported “verified” without running anything at all, or ran a command once, three edits ago, and never reran it. The tests in this module are still worth having, and the verification pass still matters, for the same reasons they always did: the detection engine is easy to break silently, and five modules of features built in sequence is exactly where a regression hides. But the actual skill this module is teaching is narrower and more important than either of those: an AI assistant’s claim that something works is a claim, not a fact, and the only way to close that gap is to run the thing yourself.

What You’ll Learn

• Prompting an AI assistant to set up Vitest and write real unit tests for the detection engine and the geo helpers, then reviewing whether the tests it wrote actually pin down the edge-triggering behavior worth protecting, or just exercise the happy path
• Directing an AI assistant through a full, module-by-module verification pass across the finished app, and why its summary of that pass is not something you get to accept on faith
• What’s deliberately out of scope, why, and how to direct an AI assistant through each one if you want to keep building

Outcome

By the end of this module, you’ll have a small but meaningful test suite, a verified working application you checked yourself rather than took an AI assistant’s word for, and a clear map of where to take SKYWATCH next with an AI assistant at your side instead of at the wheel.

Let’s finish it.