Blog

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

Latest posts

3 posts

EdTechRAGAI AgentsMissionVision

Nuniversity: Free, Great Education for Everyone

Nuniversity is a non-profit universal learning platform: an MVP today, and a target vision where a teacher/researcher AI agent composes on-demand courses for every learner.

5 min read
Read more
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.

9 min read
Read more
LangGraphRAGMemoryLangfuseAI Agents

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.

6 min read
Read more