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Building Production Multi-Agent Systems: Architecture, Tool Orchestration, and Telemetry in 2026

A comprehensive blueprint for orchestrating resilient, deterministic multi-agent systems with hierarchical graphs, tool checkpointing, state recovery, and OpenTelemetry evaluation pipelines.

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FroznLabs Research & Systems Team • 14 min