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Thoughts on data engineering, machine learning, AI agents, and cloud architecture.

LangGraphRAGLocal LLMsopencodeQdrantLangfuseMCPAI Engineering

Building a Local-First Agentic AI Development Software Factory

How I built an end-to-end AI coding pipeline that runs entirely on a laptop — with LangGraph, RAG, local LLMs, and deterministic skills — and why you might want to do the same.

5 June 2026
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The Importance of Stateful Graphs in Agentic AI Pipelines

How stateful graphs, powered by LangGraph, enable robust agentic AI pipelines with RAG, memory, and observability via Langfuse.

26 May 2026
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Leandro.

Transforming data into valuable assets and actionable insights. Building scalable, cloud-native solutions that deliver real business impact.

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