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LangGraph CrewAI Redis Langfuse

LangGraph Multi-Agent Pipeline

Fault-tolerant cyclic multi-agent orchestration architecture featuring typed state transitions, human-in-the-loop checkpoints, and distributed Langfuse telemetry.

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LangGraph Multi-Agent Pipeline Architecture Diagram

LangGraph Multi-Agent Pipeline

A production-grade autonomous multi-agent orchestration architecture utilizing cyclic execution graphs, typed state transitions, and deterministic safety controls.

Architecture Highlights

  • Supervisor-Worker Pattern: Centralized intent router coordinating specialized worker agents.
  • Stateful Checkpointing: Long-running session state serialized to Redis with thread-isolated memory.
  • Human-in-the-Loop (HITL): Deterministic execution pauses (interrupt_before) prior to high-stakes tool execution.
  • Observability: Distributed tracing and token telemetry tracked via Langfuse.

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