Dev Tools · 1h ago
Temporal + CrewAI Pattern for Fault-Tolerant AI Agent Workflows
A reference architecture combines Temporal's durable execution with CrewAI's agent framework to build enterprise-grade AI workflows. It addresses state persistence across crashes, retry policies for LLM failures, and human-in-the-loop gates without polling. The pattern uses Temporal as the source of truth for state and CrewAI as stateless reasoning units.
Meridian48 take
This is a practical solution to a real problem—most AI agent demos are not production-ready—but the complexity of adopting Temporal may limit its appeal to teams already invested in the ecosystem.
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Building Fault-Tolerant AI Agent Workflows with Temporal and CrewAI →
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ai-agentsworkflow-orchestration