Adam Codes in the 716

Learning for work, learning for fun.... eventually the two shall meet. Site created 4/5/2020 with new content being added regularly
September 12,2025 | Geeky Stuff, Training
Course: The AI Agents, Automation and Agentic Workflows Guide Part 1

I've been using agents and tools for a while now, but I really haven't gotten into advanced scenarios that would require a workflow. Course: https://netrix.udemy.com/course/ai-agents-part-1/learn/lecture/51336861#overview Course Repo: My notes: https://docs.google.com/document/d/1pv2xTE9eEXLA_YVA-1A4kX44ttvzZ_Hn9EcGa1-GuO4/edit?usp=sharing

Continue Reading
September 1,2025 | Geeky Stuff, Training
Course: AI Engineer Roadmap

I have a few resources that I follow in order to stay up on the latest advancements in AI.  I have been following Zazencodes for a while, and I have been meaning to purchase this course.   Now that summer is over, lets have at it.  Much of it is review but there should be enough...

Continue Reading
July 31,2025 | Geeky Stuff, Project
The New LLM Server is Here!

As you might know, I have a server affectionately known as HAL that serves as the backbone for everything that goes on in my home and in my development.   I have a full docker environment will a couple dozen containers that provide numerous services for the home and for my playtime.   When local LLMs started...

Continue Reading
July 28,2025 | Demo, Geeky Stuff, Project
DEMO: Accessing Big Data using Natural Language (update: now working with Fabric as well)

It happens all of the time:   you need to get at a piece of data that lives in some data store.  Maybe it is last month's sales numbers, or you need to find out which sales person sold the most widgets yesterday.   But how to get at this data?  Do you really want to have...

Continue Reading
July 11,2025 | Geeky Stuff, Training
Deploying MCP Servers to Cloudflare

I have been using Cloudflare for a while to expose my local apps to the internet.  In recent months, they created an offering that allows users to host MCP Servers to the cloud.  I'll have some of that, thank you. Step 1:  Get the starter Code You can deploy the code right from the Cloudflare...

Continue Reading
July 10,2025 | Geeky Stuff, Training
MCP Server – Local (also, FastMCP)

I originally started with a FastMCP course, but that seemed a bit much.  The MCP part of it is actually pretty easy, so I thought I would do that quickly and then move to the harder stuff (deploying to the cloud and securing it).  I'll get back to FastMCP later. I loosely followed this course: ...

Continue Reading
June 8,2025 | Demo, Geeky Stuff, Project
LIVE DEMO: Movie Recommender System

As you may know, watching (and reviewing!) movies is one of my favorite things to do.  A while back I had made a local movie recommender script that I had been using every now and then when I wanted to find a new movie to watch.  There is a writeup of that script in my...

Continue Reading
June 4,2025 | Geeky Stuff, Training
MCP Crash Course

I have been eagerly looking forward to adding this to my toolbox. Udemy course: https://netrix.udemy.com/course/model-context-protocol My notes: https://docs.google.com/document/d/1awACmckTk4gm7Ei65pHUg6dTXUwEw9tt7rtGLpodmMo/edit?usp=sharing

Continue Reading