Wu Shixiong's Large Model Academy

Apr 13, 2026 · Artificial Intelligence

Turning ReAct from Demo to Production: Handling Failures, Loops, and Token Budgets

This article explains how to upgrade a ReAct agent from a proof‑of‑concept to a production‑ready system by classifying tool failures, detecting repeated search loops, managing token budgets, and adding structured logging, complete with Python implementations and practical interview guidance.