Retrieval-augmented generation is excellent for knowledge lookup. It is the wrong tool for enforcing architectural decisions. The distinction is deep, and most teams building AI coding workflows haven't confronted it yet.
Disclaimer / Introduction This interim log post was drafted in collaboration with Grok 4 (xAI). I...
A payroll agent hit 94% accuracy in testing and dropped to 70% in production. What closed the gap had nothing to do with the model. Here's what that means for every enterprise team...
One night. One obsession. One repo that changed how I think about AI-assisted...