The 2026 Guide to Building Stateful, Durable AI Agents
Persistence, recovery, checkpoints, and tool contracts are becoming the baseline for serious agent implementations.
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Discover What It Takes to Transform Your Software Into an Agentic System
Work with our AI research lab to explore how your existing software can evolve into an AI-native, agentic system, using methods tested on live production software.
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Latest from our AI lab
Recent notes from our team on production agent systems, evaluation, durable workflows, and agentic product design.
A Declarative Tool Pipeline as a LangGraph Node
Declare your whole-turn LangGraph topology in one typed spec, fan out tool calls with a config-driven dispatcher, and eliminate latency with skip semantics.
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Three-Layer LangSmith Tracing for a Whole-Turn LangGraph Runtime
One config gate, one LLM factory with correlation tags, and a small set of traceable spans — everything else falls into place.
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