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Juan Stoppa

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When context is the moat: running OpenClaw securely with persistent memory

Notes on running OpenClaw in docker with special focus on persistent context, memory and data ownership.

Enterprises do not need context graphs... yet

A pragmatic take on why context graphs are premature for most enterprises and why improving daily productivity with AI should come first.

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

MCP is everywhere in agentic AI conversations so I setup one end to end in Claude and Cursor. I'm breaking down exactly how it works and share practical ideas on what you can build.

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

A step-by-step guide for creating MCP server and client that gives context to an LLM to generate task descriptions.

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

A practical guide to LangGraph and AI agents. This covers the basics, real examples, and deployment. I wrote it to simplify LangChain's complex docs and help people build stateful AI agents.

Initial look at ChatGPT with Canvas

After many months of waiting, OpenAI is finally rolling out new features and it really looks like their priority now is developers.

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

I gave ChatGPT o1 and Claude Sonnet 3.5 the same prompt to generate a SQL report for a Role Base Access Control (RBAC) system and you won't believe the results

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

Cursor is a code editor that helps you speed up your development process by using AI to write code for you.

Query your database with AI using LangChain and Gradio

Writing a ChatGPT like app to query your database using LangChain and Gradio.

Setting up Fast API in IIS and run APIs in Python

In this article you'll learn how to setup IIS to run Fast API and create web services using Python code.

DEMO - Voice to PDF - Complete PDF documents with voice commands using the Claude 3 Opus API

Learn how to build a voice-controlled PDF form filler using Claude 3 Opus API, Web Speech API, and JavaScript. Includes full source code and working demo.

Getting started with Azure OpenAI

This article describes how to get started with Azure Open AI and build ChatGPT like apps.

Exploring the GPT-4 with Vision API using Images and Videos

All you need to know to understand the GPT-4 with Vision API with examples for processing Images and Videos

Getting started with OpenAI using Python in Windows

A beginner's guide to installing Python on Windows, setting up virtual environments, and building your first OpenAI GPT application with working code examples.

Open Banking - what is it and how does it work?

Learn what Open Banking is, how PSD2 regulations work, and how to integrate with banking APIs to access financial data securely. Includes practical examples.