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
November 12,2026 | Blog, Demo, Geeky Stuff, Project
LIVE DEMO: IT Voice Agent

Meet the IT Voice Agent: call it from Teams, get answers from your business systems In a recent post, I simulated a voice agent in a RAG pipeline that I had previously built.  It was a fun little exercise, but that particular use case (having users press a button to talk and then another to...

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October 22,2026 | Blog, Demo, Geeky Stuff, Project
LIVE DEMO: My Media Hub

I watch a lot of movies and shows, and I write about most of them. For years that meant juggling pieces that never quite talked to each other: a WordPress blog for reviews, Trakt for watch history, a spreadsheet here and there for the stuff that didn't fit anywhere else. Every new habit meant another...

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October 21,2026 | Blog, Demo, Geeky Stuff, Project
LIVE DEMO: Adding a Voice Agent to a “Second Brain” RAG Pipeline (and Megatron!)

Teaching the Second Brain to Listen and Talk Back A voice layer on top of the RAG pipeline — and why that's most of the way to a real voice agent Demo link:  https://incidentsdemo.adamscave.net/ A previous article walked through the machinery behind a "second brain" built over about 8,000 US pipeline incident reports (public safety...

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October 1,2026 | Blog, Demo, Geeky Stuff, Project
Fun With Agentic AI – Copilot Addition

Porting a Rules-Governed Agent to Copilot Studio — What Moved, What Stayed, and What Broke The last article described the permit-review workflow as a standalone application: a rules engine, a web UI and a chat assistant, all living together in one container like roommates who've stopped noticing each other's dishes. This one is about moving...

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September 30,2026 | Blog, Demo, Geeky Stuff, Project
The Anatomy of a Modern RAG Pipeline

Everything that sits between "we have a pile of documents" and "a person gets a trustworthy answer" This is another in the long line of "things Adam has made but never converted into a blog".  Well, here we are.  Most of the data came from this public dataset, although I did have to create the...

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September 27,2026 | Blog, Demo, Geeky Stuff, Project
Hardening a RAG Pipeline

Hardening a Personal RAG Pipeline: Redaction, Prompt Injection, and Knowing When It Actually Works I demonstrate how to build a retrieval-augmented question-answering system over my own notes — and the two ugly bugs that made me stop trusting it until I could prove it was safe. A few months ago I built a small RAG...

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September 25,2026 | Blog, Demo, Geeky Stuff, Project
My Home Brain Learned to Talk Back: Adding RAG to Obsidian

Building a local RAG pipeline over my Obsidian vault, and why keyword search almost didn't work In my last post I described my "home brain": an Obsidian vault that my automations keep filled with facts about my house, my servers and my projects. I ended with a promise. Because the vault is plain Markdown, I...

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September 25,2026 | Blog, Demo, Geeky Stuff, Project
My Home Now Has a Brain (Obsidian)

How a folder of plain text files became the place where my home, my servers, my automations and my AI tools all meet Most mornings, the first thing I check isn't a dashboard. It's a note. A note says whether my home server is healthy, whether the local AI models are running, and whether any...

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