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Field notes on
Enterprise AI that gets the real work done

Explore practical insights, build notes, and develop frameworks for bringing persona-driven AI into enterprise teams securely and effectively.

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Deploying FastAPI on Kubernetes with GitHub Actions and Argo CD Engineering
Nov 3, 2025 10 min read

Deploying FastAPI on Kubernetes with GitHub Actions and Argo CD

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Make your RAG better: A Simple Yet Powerful AI Agentic Framework Engineering
May 23, 2025 4 min read

Make your RAG better: A Simple Yet Powerful AI Agentic Framework

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Model Context Protocol with LangChain Engineering
Mar 18, 2025 10 min read

Model Context Protocol with LangChain

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