
AI agents hit reliability wall: Why 2.0 rebuilds are now essential
Enterprises rushing AI agents into production face unexpected failures, cost overruns, and workflow collapses. A growing trend sees companies rebuilding first-gen agents with durable orchestration, state recovery, and observability to fix systemic reliability gaps.