Here's something I've been thinking about while building AI systems:
Developers are obsessed with testing code.
We write unit tests.
Integration tests.
End-to-end tests.
Most Developers Test Their Code. Why Don't They Test Their AI?
Here's something I've been thinking about while building AI systems: Developers are obsessed with...
TL;DRAI
Developers test code obsessively but treat AI as 'tried it, works.' Production AI needs evaluation sets measuring retrieval, prompt, context. Evaluation is the missing layer separating demos from reliable systems and enabling improvement tracking for stack decisions vs guessing.
1,007 words~5 min read
