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21, Jun 2026
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Enabling Mission with Technology…

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Tag: 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…
The Developer Loop That Survives the Trip to the High Side
5 min read 0
  • Dev-Environment

The Developer Loop That Survives the Trip to the High Side

  • 06-05-26
Many who know me would say, Coding is absolutely my happy place, and platform engineering, and building automation and tools…
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.…
4 min read 0
  • Architecture

Building an AI Platform for Innovation

  • 12-05-25
It’s been a crazy November and now into December, and the month of December is not slowing down at all.…
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…
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…
3 min read 0
  • AI Challenges
  • Dev-Environment

God forbid, you’re ridiculously successful

  • 06-13-25
This past week, I got to do some more experimenting with MCP, and honestly the implications of that technology are…

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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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