4 articles in this category.
Production state management for multi-agent workflows — Redis for ephemeral coordination, PostgreSQL for durable records, LangGraph for typed state graphs with conditional routing, and checkpoint/resume patterns that actually survive crashes.
Learn intent classification for agent routing in a detailed, easy-to-understand way. This guide explains LLM-based routing, embedding similarity, hybrid classifiers, confidence thresholds, fallback logic, and multi-intent detection with a practical example.
Build production orchestration for multi-agent systems — supervisor routing with LLM classification, parallel fan-out with error recovery, event-driven coordination, and hierarchical delegation. Includes comparison matrix and combined architecture example.
Production-grade communication primitives for multi-agent systems: async message buses with backpressure, handoff protocols with real acknowledgment tracking, and conflict resolution including LLM arbitration.