Enterprises do not need context graphs... yet

Most enterprises are focusing too early on context graphs. The bigger opportunity is improving everyday work with AI support first.

January 13, 2026 · 4 min · Juan Stoppa

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.

March 7, 2025 · 9 min · Juan Stoppa

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.

February 23, 2025 · 5 min · Juan Stoppa

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.

February 16, 2025 · 12 min · Juan Stoppa

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.

October 3, 2024 · 4 min · Juan Stoppa

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

September 22, 2024 · 10 min · Juan Stoppa

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.

September 2, 2024 · 6 min · Juan Stoppa

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.

June 16, 2024 · 6 min · Juan Stoppa