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21, Jun 2026
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Enabling Mission with Technology…

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Category: AI

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Decision Advantage at the Disconnected Edge — One Container at a Time
5 min read 0
  • AI
  • DevOps
  • Disconnected

Decision Advantage at the Disconnected Edge — One Container at a Time

  • 06-12-26
For some time, “AI for the mission” quietly meant “AI in a data center far from the fight.” And honestly…
Decision Advantage at Speed: Where Agentic AI Meets the Tactical Edge
3 min read 0
  • AI
  • Disconnected

Decision Advantage at Speed: Where Agentic AI Meets the Tactical Edge

  • 04-10-26
Just had a fantastic week in Nashville at Axon week, and they made a lot of great announcements, including bringing…
Agentic AI and Decision Advantage at the Tactical Edge
4 min read 0
  • AI
  • Architecture
  • Disconnected

Agentic AI and Decision Advantage at the Tactical Edge

  • 03-27-26
So this week, I got the privilege to attend the AUSA Global Force Symposium, and it was absolutely an eye-opening…
4 min read 0
  • AI

Table Stakes in a Competitive AI Landscape

  • 12-13-25
This past week I got to have a lot of conversations with customers, industry partners, organizational leaders, and the like.…
7 min read 0
  • AI

Is this even working? Evaluating LLMs for Performance, Metrics and Benchmarks – Part 1

  • 11-14-25
I’ve been doing some deeper dives lately into LLMs, and AI solutions, and the latest rabbit hole I found myself…
7 min read 0
  • AI
  • Investigations

Model-Context-Protocol – What’s the hype about?

  • 09-04-25
You can’t open LinkedIn, or search any articles on AI anymore without seeing a few common terms come up, again…
14 min read 0
  • AI
  • Investigations

Pretraining? Fine Tuning? What does it take to train an LLM?

  • 07-21-25
In a previous post, I looked at the differences between reasoning models, and more traditional LLMs. And to read more…
11 min read 0
  • AI
  • Investigations

What exactly are “Reasoning Models” and how do they work?

  • 07-01-25
As I continue to investigate LLMs, and the implement and use of AI.  I took a step back and asked…
14 min read 0
  • AI
  • Investigations

Embeddings and Vectors, explanation of how LLMs see and interpret the world.

  • 06-25-25
Recently I’ve been investigating and leveling up my understanding of AI, LLMs, and AIOps in general.  You can’t look anywhere…
4 min read 0
  • AI
  • Repos

Fun with AI and Planetary Computer – Let’s find some kaiju!

  • 06-24-25
So this is a fun project I built, but it does a great job of illustrating a very real use-case.…

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Who am I?

My name is Kevin M, and coding and building are my passions. Here you will find posts about things I've been building and working on.

I've always had a passion for mission solutions, and building / architecting solutions that are required.

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