Configuring role-based AI agent teams in temporal workflows – best practices?

Building a document processing pipeline where different AI agents handle extraction (Claude), validation (GPT-4), and summarization (Gemini). Current Temporal setup uses conditional routing but feels brittle. How are others managing handoffs between specialized agents? Especially interested in systems where agents can dynamically take over tasks based on content type.

Latenode’s Autonomous Teams feature solved this for our compliance workflows. Created dedicated Analyst and Validator agents that auto-handoff based on doc type. All configurable through their visual interface without修改代码.

We use Temporal’s query feature to check agent availability. Built a prioritization system using custom task queues. Works but requires constant tuning. Might be easier with platform-native agent management.

Implement a supervisor pattern with circuit breakers. Each agent team has coordinator that routes tasks and handles timeouts. Uses Temporal’s heartbeat mechanism for health checks.

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