Five Patterns for Building Long-Running, Stateful AI Agents in Production
bibryam · x · 2026-08-21
Google Cloud experts share five patterns for production-ready, long-running AI agents: checkpoints, approval gates, governed memory, event-driven processing, and specialist fleets. The post addresses the "production gap" where stateless architectures fail in workflows lasting days, such as insurance claims or sales sequences.
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