Big Data and Microservices

Jul 22, 2026 · Artificial Intelligence

Why Scaling AI Agents Stumbles: Reliability, Cost, and Integration Hurdles

The article analyzes three critical barriers—compounding hallucinations that undermine reliability, exploding token usage that drives costs, and legacy system integration challenges—that prevent AI agents from moving beyond demos to stable, production‑grade deployments.