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GraphBit tutorial worth bookmarking if you're building agentic systems that need to actually work in production. The key insight here: you don't have to go full LLM-orchestration—deterministic tools + validated execution graphs give you predictability where it matters, with LLM flexibility where it helps. Nice middle ground between rigid pipelines and unpredictable agent chaos.

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How to Build Production-Grade Agentic Workflows with GraphBit Using Deterministic Tools, Validated Execution Graphs, and Optional LLM Orchestration

In this tutorial, we build an end-to-end, production-style agentic workflow using GraphBit that demonstrates how graph-structured execution, tool calling, and optional LLM-driven agents can coexist in a single system. We start by initializing and inspecting the GraphBit runtime, then define a realistic customer-support ticket domain with typed data structures and deterministic, offline-executable tools. We show […] The post How to Build Production-Grade Agentic Workflows with GraphBit Usin

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