Scrapped 2,000 lines of “working” AI pipeline code and replaced it with one agent prompt. System got simpler, more accurate, and harder to break.

Here's everything I extrapolated from building a rebuilding a large-scale integrated AI system, and a fundamental paradigm choice when building these systems.

If you want a deep dive, you'll get one.