Welcome! 👋

I use this space to write about technology. I’m currently exploring the world of AI, focusing primarily on its practical implementation in real life. I try to write as often as possible, so watch this space or follow me on X at @juanstoppa

How MCP servers actually work in Claude / Cursor and what can you do with them

Everyone is talking about how MCP will drive the future of agentic AI so I sat down and setup one end to end.

How to Create a Model Context Protocol (MCP) to give context to an LLM

Learn how to build a Model Context Protocol (MCP) server and client to give context to an LLM.

What is LangGraph and How to Use It for Building AI Agents

A clear guide to LangGraph and AI agents. LangChain’s docs can be overwhelming, so I put this together to help with implementation and deployment of stateful agents.

Initial look at ChatGPT with Canvas

OpenAI released ChatGPT Canvas just a day after DevDay 2024 and it really feels like they are heading in the right direction.

How I used ChatGPT o1 and Claude for generating a SQL RBAC report and was surprised by the results

I used an LLM to generate a Role Based Access Control (RBAC) report for a given user in SQL

Code Smarter, Not Harder: Developing with Cursor and Claude Sonnet

I’ve been using Cursor for a while now and I’ve learned a few things that I want to share with you.

Query your database with AI using LangChain and Gradio

This article explains how to setup LangChain and Gradio to create a ChatGPT like app to query your own database.

Setting up Fast API in IIS and run APIs in Python

This article demonstrates how to setup Fast API in Internet Information Serine (IIS) to use Python as web services.