A practical overview of the modern AI agent technical stack, covering LLMs, agent frameworks, tools, memory, sandboxes, and infrastructure.
Blog
Writing about software engineering, AI, home automation, and whatever else I'm thinking about.
A practical walkthrough of AI coding tool configuration for developers who want AI assistance without losing control.
A deep dive into the GenAI technical stack, breaking down the components needed to build search-based AI applications.
Part 3 of a four-part series on self-service analytics. Sifting through buzzwords to define what actually needs to be built.
Part 2 of a four-part series. Applying a people, process, and technology mindset to self-service analytics implementation.
Part 1 of a four-part series on self-service analytics. A realistic look at what self-service analytics can and can't achieve.
Building an AI-powered tool that puts a positive spin on negative news using LLMs and prompt engineering.
How I turned a career break as a full-time parent into a year of structured learning, certifications, and personal development.
Breaking down the most common AI terms and creating a mental model for understanding the world of GenAI.
A deep dive into the most impactful projects from Georgia Tech's Online Master's of Science in Analytics program.
Building a fantasy football auction draft tool that uses league-specific data and real-time updates to gain a competitive edge.
My first home automation project - building a smart garage using a Shelly1 relay switch and Home Assistant.
How I built my first website from scratch on AWS Lightsail to truly understand how websites work.