Hot Take: Why Deterministic AI Pipelines Are the Future — and How to Build One for $0.003

Research sources: Towards AI (Mar 2026), arXiv:2603.03018, PyPI algitex | Date: 2026-03-28

Your LLM works great in demos. It breaks in production. Here's why — and what developers are doing about it.