This article is a good reminder to start with the simplest thing that works and only add complexity when it's truly needed.

A few clearly defined LLM calls with some light glue logic usually lead to something more stable, easier to debug, and much cheaper to run. The flashy, full-featured agents often end up causing more problems than they solve.