# A 12 Factor Crash Course in Python: Build Clean, Scalable FastAPI Apps the Right Way
5 min read
Let’s be honest—plenty of apps “work on my machine” but self-destruct the moment they meet the real world. Configs hardcoded, logs missing, environments confused, and deployments that feel like an…