Technical Blog

Deep dives, engineering walkthroughs, and lessons learned from real-world software and machine learning projects. We write about performance, architecture, DevOps, automation, and practical ML applications.

Building a Basic MCP Agent + Server

Learn how to build a minimal MCP server and agent, expose tools, and integrate with an external LLM API to enable structured, protocol-driven AI interactions.

Machine Learning for San Juan Traffic Analysis

A computer vision pipeline using YOLOv5 and CNN-based classification to estimate congestion levels across San Juan. Includes dataset creation, annotation, and performance results.

Building Websites Under 1MB

A practical guide to reducing web bloat, optimizing images, using lightweight CSS/JS strategies, and improving page load speed on slow networks.

Building a CRUD Web App with Rust

Step-by-step tutorial for creating a fully functional Rust web application using Tide, Askama templates, and PostgreSQL—ideal for beginners and Rust adopters.

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