Stateful Graphs

Workflows & Automation

[Day 26/100] Cycles, Repetition, and Recognizing When to Stop

LangGraph cycles enable iterative agent workflows but can raise token, state, and observability costs, requiring clear stop conditions.

Oct 23, 2026