
· Amit Kothari · AI
Managing prompts in production
Your prompts are code. Treat them like it. Most teams hardcode prompts and wonder why their AI apps break. Here is why version control, testing, and deployment matter more than perfect prompts.

Your prompts are code. Treat them like it. Most teams hardcode prompts and wonder why their AI apps break. Here is why version control, testing, and deployment matter more than perfect prompts.

AI agents wreck environments in loops while burning through thousands in tokens. But the real failure? Feedback systems that collect input then do nothing. Here is what actually works in production.